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MaungMaung, Yuma Kinoshita, Hitoshi Kiya arXiv_CV arXiv_CV Transformer Embedding Pose Classification Image_Classification PDF\n2022-05-24 An interpretation of the final fully connected layer Siddhartha arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-05-24 DPSNN: A Differentially Private Spiking Neural Network Jihang Wang, Dongcheng Zhao, Guobin Shen, Qian Zhang, Yi Zeng arXiv_AI arXiv_AI Recognition Speech Pose Face Classification Detection Object_Detection Face_Recognition Speech_Recognition Image_Classification PDF\n2022-05-24 Deep Learning-based automated classification of Chinese Speech Sound Disorders Yao-Ming Kuo, Shanq-Jang Ruan, Yu-Chin Chen, Ya-Wen Tu arXiv_AI arXiv_AI Speech Classification Deep_Learning Image_Classification PDF\n2022-05-24 Deep Geometric Moment Rajhans Singh (1), Ankita Shukla (1), Pavan Turaga (1) ((1) Arizona State University) arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-05-23 Deep Image Retrieval is not Robust to Label Noise Stanislav Dereka, Ivan Karpukhin, Sergey Kolesnikov arXiv_CV arXiv_CV Image_Retrieval Classification Deep_Learning Image_Classification PDF\n2022-05-23 Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu arXiv_AI arXiv_AI Knowledge Pose Classification Relation Image_Classification PDF\n2022-05-22 muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems Andrea Gesmundo, Jeff Dean arXiv_AI arXiv_AI Knowledge Pose Classification Image_Classification PDF\n2022-05-22 Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu, Junyu Gao, Changsheng Xu arXiv_CV arXiv_CV Knowledge Pose Classification Image_Classification Video_Classification PDF\n2022-05-22 Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang, Mingli Song, Jenq-Neng Hwang arXiv_CV arXiv_CV Segmentation 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Recognition Text_Classification Optimization Knowledge Speech Pose Classification Speech_Recognition Image_Classification Prediction PDF\n2022-05-20 Deep transfer learning for image classification: a survey Jo Plested, Tom Gedeon arXiv_AI arXiv_AI Transformer Transfer_Learning Knowledge Review Survey Classification Relation CNN Image_Classification PDF\n2022-05-19 Incremental Learning with Differentiable Architecture and Forgetting Search James Seale Smith, Zachary Seymour, Han-Pang Chiu arXiv_AI arXiv_AI NAS Pose Classification Image_Classification PDF\n2022-05-19 Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context Adrián Inés, Andrés Díaz-Pinto, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_AI arXiv_AI Face Classification Deep_Learning Medical CNN Image_Classification PDF\n2022-05-19 A graph-transformer for whole slide image classification Yi Zheng, Rushin H. Gindra, Emily J. Green, Eric J. Burks, Margrit Betke, Jennifer E. Beane, Vijaya B. Kolachalama arXiv_CV arXiv_CV Transformer Salient Contrastive_Learning Classification Deep_Learning Image_Classification PDF\n2022-05-19 Masked Image Modeling with Denoising Contrast Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Represenation_Learning Self-Supervised Contrastive_Learning Classification Detection Object_Detection Denoising Image_Classification Prediction PDF\n2022-05-19 EXACT: How to Train Your Accuracy Ivan Karpukhin, Stanislav Dereka, Sergey Kolesnikov arXiv_CV arXiv_CV Optimization Pose Classification Image_Classification PDF\n2022-05-19 TRT-ViT: TensorRT-oriented Vision Transformer Xin Xia, Jiashi Li, Jie Wu, Xing Wang, Mingkai Wang, Xuefeng Xiao, Min Zheng, Rui Wang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Classification Detection Object_Detection Image_Classification Inference PDF\n2022-05-19 Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification Mohammad Joshaghani, Amirabbas Davari, Faezeh Nejati Hatamian, Andreas Maier, Christian Riess arXiv_CV arXiv_CV Knowledge Classification Relation CNN Image_Classification Prediction PDF\n2022-05-18 Large Neural Networks Learning from Scratch with Very Few Data and without Regularization Christoph Linse, Thomas Martinetz arXiv_AI arXiv_AI Regularization Classification CNN Image_Classification PDF\n2022-05-17 Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV Segmentation Action Classification Detection Image_Classification PDF\n2022-05-17 A psychological theory of explainability Scott Cheng-Hsin Yang, Tomas Folke, Patrick Shafto arXiv_AI arXiv_AI Salient Pose Quantitative Classification Image_Classification Inference Prediction PDF\n2022-05-17 Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Classification Image_Classification Prediction PDF\n2022-05-17 Uncertainty-based Network for Few-shot Image Classification Minglei Yuan, Qian Xu, Chunhao Cai, Yin-Dong Zheng, Tao Wang, Tong Lu arXiv_CV arXiv_CV Optimization Pose Classification Few-Shot Image_Classification Inference PDF\n2022-05-16 An Empirical Investigation of Representation Learning for Imitation Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose Classification Image_Classification PDF\n2022-05-16 Binarizing by Classification: Is soft function really necessary? Yefei He, Luoming Zhang, Weijia Wu, Hong Zhou arXiv_AI arXiv_AI Pose_Estimation Pose Classification Image_Classification PDF\n2022-05-14 Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space Dennis Haitz, Boris Jutzi, Patrick Huebner, Markus Ulrich arXiv_CV arXiv_CV 3D Pose Face Classification Detection Image_Classification PDF\n2022-05-12 Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby arXiv_CV arXiv_CV Transformer Zero-Shot Regularization Pose Classification Detection Object_Detection Image_Classification PDF\n2022-05-12 Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs Fanchen Bu, Dong Eui Chang arXiv_AI arXiv_AI Gradient_Descent Optimization Knowledge Pose Classification Image_Classification PDF\n2022-05-12 Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Face Classification Image_Classification PDF\n2022-05-12 Cross-domain Few-shot Meta-learning Using Stacking Hongyu Wang, Eibe Frank, Bernhard Pfahringer, Michael Mayo, Geoffrey Holmes arXiv_CV arXiv_CV Knowledge Pose Classification Few-Shot CNN Image_Classification Inference PDF\n2022-05-11 An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot arXiv_AI arXiv_AI Transformer Reconstruction Self-Supervised Classification Detection Relation Object_Detection CNN Image_Classification Language_Model PDF\n2022-05-11 Hyperspectral Image Classification With Contrastive Graph Convolutional Network Wentao Yu, Sheng Wan, Guangyu Li, Jian Yang, Chen Gong arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Quantitative Classification Relation CNN Image_Classification PDF\n2022-05-11 Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features Marisa Bernabeu, Antonio Javier Gallego, Antonio Pertusa arXiv_CV arXiv_CV Recognition Pose Survey Quantitative Classification Image_Classification PDF\n2022-05-10 Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling Etienne Bennequin, Myriam Tami, Antoine Toubhans, Celine Hudelot arXiv_CV arXiv_CV Pose Quantitative Classification Relation Few-Shot Image_Classification PDF\n2022-05-10 Privacy Enhancement for Cloud-Based Few-Shot Learning Archit Parnami, Muhammad Usama, Liyue Fan, Minwoo Lee arXiv_CV arXiv_CV Embedding Enhancement Pose Classification Few-Shot Image_Classification PDF\n2022-05-10 A Safety Assurable Human-Inspired Perception Architecture Rick Salay, Krzysztof Czarnecki arXiv_AI arXiv_AI Sketch Review Adversarial Pose Classification Image_Classification Autonomous PDF\n2022-05-10 Hyperparameter optimization of hybrid quantum neural networks for car classification Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen arXiv_CV arXiv_CV Recognition Optimization Quantitative Classification Image_Classification PDF\n2022-05-10 Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Classification Medical Image_Classification PDF\n2022-05-09 When does dough become a bagel? 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Păsăreanu arXiv_AI arXiv_AI Pose Classification Image_Classification PDF\n2022-05-08 ConvMAE: Masked Convolution Meets Masked Autoencoders Peng Gao, Teli Ma, Hongsheng Li, Jifeng Dai, Yu Qiao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Image_Classification PDF\n2022-05-07 Comparison Knowledge Translation for Generalizable Image Classification Zunlei Feng, Tian Qiu, Sai Wu, Xiaotuan Jin, Zengliang He, Mingli Song, Huiqiong Wang arXiv_CV arXiv_CV Recognition Knowledge Adversarial Classification Deep_Learning Image_Classification Matching PDF\n2022-05-06 Investigating and Explaining the Frequency Bias in Image Classification ZhiYu Lin, YiFei Gao, JiTao Sang arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-05-06 RCMNet: A deep learning model assists CAR-T therapy for leukemia Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Classification Deep_Learning CNN Image_Classification PDF\n2022-05-06 Large Scale Transfer Learning for Differentially Private Image Classification Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV Transfer_Learning Gradient_Descent Adversarial Classification Deep_Learning Image_Classification PDF\n2022-05-05 Biologically inspired deep residual networks for computer vision applications Prathibha Varghese, Dr. G. Arockia Selva Saroja arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF\n2022-05-04 Immiscible Color Flows in Optimal Transport Networks for Image Classification Alessandro Lonardi, Diego Baptista, Caterina De Bacco arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-05-04 Sequencer: Deep LSTM for Image Classification Yuki Tatsunami, Masato Taki arXiv_AI arXiv_AI Transformer RNN Pose Classification Attention CNN Image_Classification PDF\n2022-05-04 Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification Jun Yu, Hao Chang, Keda Lu, Liwen Zhang, Shenshen Du arXiv_CV arXiv_CV Recognition Pose Classification Image_Classification PDF\n2022-05-03 Masked Generative Distillation Zhendong Yang, Zhe Li, Mingqi Shao, Dachuan Shi, Zehuan Yuan, Chun Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification Detection Object_Detection Image_Classification PDF\n2022-05-02 MIRST-DM: Multi-Instance RST with Drop-Max Layer for Robust Classification of Breast Cancer Shoukun Sun, Min Xian, Aleksandar Vakanski, Hossny Ghanem arXiv_CV arXiv_CV Adversarial Pose Classification Medical Image_Classification PDF\n2022-05-02 On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification Mauricio Mendez-Ruiz, Francisco Lopez-Tiro, Jonathan El-Beze, Vincent Estrade, Gilberto Ochoa-Ruiz1, Jacques Hubert, Andres Mendez-Vazquez, Christian Daul arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection Few-Shot Object_Detection Image_Classification PDF\n2022-04-30 Engineering flexible machine learning systems by traversing functionally invariant paths in weight space Guruprasad Raghavan, Matt Thomson arXiv_AI arXiv_AI Adversarial Classification Image_Classification PDF\n2022-04-30 Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Action Classification Image_Classification PDF\n2022-04-29 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Yuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li, Chunhua Shen arXiv_AI arXiv_AI Zero-Shot Pose Classification Detection Relation Object_Detection Image_Classification Language_Model PDF\n2022-04-29 Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma Liangrui Pan, Hetian Wang, Lian Wang, Boya Ji, Mingting Liu, Mitchai Chongcheawchamnan, Jin Yuan, Shaoliang Peng arXiv_CV arXiv_CV Transformer Pose Action Classification Deep_Learning Detection Attention CNN Image_Classification Prediction PDF\n2022-04-28 Depth Estimation with Simplified Transformer John Yang, Le An, Anurag Dixit, Jinkyu Koo, Su Inn Park arXiv_CV arXiv_CV Transformer Self-Supervised Pose Classification Image_Classification Autonomous Inference Prediction PDF\n2022-04-28 Unlocking High-Accuracy Differentially Private Image Classification through Scale Soham De, Leonard Berrada, Jamie Hayes, Samuel L. Smith, Borja Balle arXiv_CV arXiv_CV Gradient_Descent Classification Image_Classification PDF\n2022-04-28 Semantic Communication: An Information Bottleneck View Edgar Beck, Carsten Bockelmann, Armin Dekorsy arXiv_AI arXiv_AI Optimization Pose Classification Attention Image_Classification PDF\n2022-04-28 Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV Knowledge Pose Classification Deep_Learning Medical Image_Classification PDF\n2022-04-26 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions Zhaoqi Leng, Mingxing Tan, Chenxi Liu, Ekin Dogus Cubuk, Xiaojie Shi, Shuyang Cheng, Dragomir Anguelov arXiv_CV arXiv_CV Segmentation 3D Pose Classification Detection Object_Detection Image_Classification PDF\n2022-04-26 A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves, Isabel Rio-Torto, Luís F. Teixeira, Jaime S. Cardoso arXiv_AI arXiv_AI Transformer Salient Review Pose Survey Classification Deep_Learning Attention Medical Image_Classification PDF\n2022-04-26 Quantum-classical convolutional neural networks in radiological image classification Andrea Matic, Maureen Monnet, Jeanette Miriam Lorenz, Balthasar Schachtner, Thomas Messerer arXiv_AI arXiv_AI Pose Classification Attention Medical CNN Image_Classification PDF\n2022-04-26 Causal Transportability for Visual Recognition Chengzhi Mao, Kevin Xia, James Wang, Hao Wang, Junfeng Yang, Elias Bareinboim, Carl Vondrick arXiv_CV arXiv_CV Recognition Classification Relation Image_Classification PDF\n2022-04-25 Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf arXiv_AI arXiv_AI Classification Image_Classification Prediction PDF\n2022-04-25 End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network Avi Gazneli, Gadi Zimerman, Tal Ridnik, Gilad Sharir, Asaf Noy arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-04-25 OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy arXiv_CV arXiv_CV Transformer Pose Classification Deep_Learning Image_Classification PDF\n2022-04-25 Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora arXiv_CV arXiv_CV Salient Pose Classification Detection Object_Detection GAN Image_Classification PDF\n2022-04-22 iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Zero-Shot Represenation_Learning Pose Action_Recognition Action Classification Detection Few-Shot Object_Detection Image_Classification PDF\n2022-04-22 Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui, Yanwei Fu, David Crandall arXiv_CV arXiv_CV Recognition Adversarial Pose Classification GAN Image_Classification PDF\n2022-04-22 Balancing Expert Utilization in Mixture-of-Experts Layers Embedded in CNNs Svetlana Pavlitskaya, Christian Hubschneider, Lukas Struppek, J. Marius Zöllner arXiv_CV arXiv_CV Embedding Sparse Pose Classification Detection Object_Detection CNN Image_Classification PDF\n2022-04-22 A Closer Look at Personalization in Federated Image Classification Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding arXiv_AI arXiv_AI Represenation_Learning Pose Classification Image_Classification PDF\n2022-04-21 Multiple EffNet/ResNet Architectures for Melanoma Classification Jiaqi Xue, Chentian Ma, Li Li, Xuan Wen arXiv_CV arXiv_CV Pose Classification Attention Image_Classification Prediction PDF\n2022-04-21 GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification Sidike Paheding, Abel A. Reyes, Anush Kasaragod, Thomas Oommen arXiv_CV arXiv_CV Pose Classification Deep_Learning Attention Image_Classification PDF\n2022-04-20 Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro arXiv_CV arXiv_CV Image_Caption Transfer_Learning Self-Supervised Classification Few-Shot Denoising Image_Classification PDF\n2022-04-20 A 3-stage Spectral-spatial Method for Hyperspectral Image Classification Raymond H. Chan, Ruoning Li arXiv_CV arXiv_CV Enhancement Pose Classification Image_Classification PDF\n2022-04-20 K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao arXiv_AI arXiv_AI Image_Caption Transfer_Learning Zero-Shot Knowledge Pose Classification Detection Few-Shot Object_Detection Caption Image_Classification PDF\n2022-04-20 Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh arXiv_AI arXiv_AI Recognition Knowledge Speech Classification Deep_Learning Detection Attention Speech_Recognition Image_Classification PDF\n2022-04-19 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao arXiv_CV arXiv_CV Zero-Shot Knowledge Pose Classification Detection Few-Shot Object_Detection Image_Classification PDF\n2022-04-19 Image Data Augmentation for Deep Learning: A Survey Suorong Yang, Weikang Xiao, Mengcheng Zhang, Suhan Guo, Jian Zhao, Furao Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Review Pose Face Survey Classification Deep_Learning Detection Object_Detection Image_Classification PDF\n2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Classification VQA Image_Classification Language_Model PDF\n2022-04-18 Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives Jun Yue, Leyuan Fang, Pedram Ghamisi, Weiying Xie, Jun Li, Jocelyn Chanussot, Antonio J Plaza arXiv_CV arXiv_CV Image_Caption Segmentation Weakly_Supervised Face Classification Detection Object_Detection Image_Classification PDF\n2022-04-17 Continual Hippocampus Segmentation with Transformers Amin Ranem, Camila González, Anirban Mukhopadhyay arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Action Classification Attention Medical CNN Image_Classification PDF\n2022-04-17 An Extendable, Efficient and Effective Transformer-based Object Detector Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang arXiv_AI arXiv_AI Transformer Segmentation Recognition Classification Detection Object_Detection Attention Image_Classification PDF\n2022-04-16 Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Yan Wang, Liujuan Cao, Yongjian Wu, Feiyue Huang, Rongrong Ji arXiv_CV arXiv_CV Transformer Optimization Pose Quantitative Classification Attention Image_Classification PDF\n2022-04-16 Searching Intrinsic Dimensions of Vision Transformers Fanghui Xue, Biao Yang, Yingyong Qi, Jack Xin arXiv_CV arXiv_CV Transformer Pose Classification Detection Object_Detection Attention CNN Image_Classification PDF\n2022-04-16 Privacy-Preserving Image Classification Using Isotropic Network AprilPyone MaungMaung, Hitoshi Kiya arXiv_CV arXiv_CV Transformer Embedding Knowledge Pose Classification Image_Classification PDF\n2022-04-15 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales arXiv_CV arXiv_CV Transformer Unsupervised Transfer_Learning Classification Few-Shot Image_Classification PDF\n2022-04-14 Neighborhood Attention Transformer Ali Hassani, Steven Walton, Jiachen Li, Shen Li, Humphrey Shi arXiv_AI arXiv_AI Transformer Classification Attention Image_Classification PDF\n2022-04-14 Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Florian Bordes, Pascal Vincent, Armand Joulin, Michael Rabbat, Nicolas Ballas arXiv_AI arXiv_AI Image_Caption Transformer Embedding Self-Supervised Pose Classification Image_Classification PDF\n2022-04-14 DeiT III: Revenge of the ViT Hugo Touvron, Matthieu Cord, Hervé Jégou arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Bert Self-Supervised Classification Image_Classification PDF\n2022-04-14 Detection of Degraded Acacia tree species using deep neural networks on uav drone imagery Anne Achieng Osio, Hoàng-Ân Lê, Samson Ayugi, Fred Onyango, Peter Odwe, Sébastien Lefèvre arXiv_CV arXiv_CV Classification Deep_Learning Detection Object_Detection Drone CNN Image_Classification PDF\n2022-04-14 Explainable Analysis of Deep Learning Methods for SAR Image Classification Shenghan Su, Ziteng Cui, Weiwei Guo, Zenghui Zhang, Wenxian Yu arXiv_CV arXiv_CV Quantitative Classification Deep_Learning CNN Image_Classification Prediction PDF\n2022-04-14 ViTOL: Vision Transformer for Weakly Supervised Object Localization Saurav Gupta, Sourav Lakhotia, Abhay Rawat, Rahul Tallamraju arXiv_CV arXiv_CV Transformer Weakly_Supervised Pose Quantitative Classification Attention Image_Classification PDF\n2022-04-14 HASA: Hybrid Architecture Search with Aggregation Strategy for Echinococcosis Classification and Ovary Segmentation in Ultrasound Images Jikuan Qian (1,2 and 3), Rui Li (1,2 and 3), Xin Yang (1,2 and 3), Yuhao Huang (1,2 and 3), Mingyuan Luo (1,2 and 3), Zehui Lin (1,2 and 3), Wenhui Hong (1,2 and 3), Ruobing Huang (1,2 and 3), Haining Fan (4), Dong Ni (1,2 and 3), Jun Cheng (1,2 and 3) ((1) aNational-Regional Key Technology Engineering Laboratory for Medical Ultrasound, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China, (2) Medical Ultrasound Image Computing (MUSIC) Laboratory, Shenzhen University, Shenzhen, China, (3) Marshall Laboratory of Biomedical Engineering, Shenzhen University, Shenzhen, China, (4) Qinghai University Affiliated Hospital, Xining, Qinghai, China) arXiv_AI arXiv_AI NAS Segmentation Knowledge Pose Classification CNN Image_Classification PDF\n2022-04-12 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach arXiv_CL arXiv_CL Zero-Shot Pose Classification Relation Image_Classification PDF\n2022-04-12 VisCUIT: Visual Auditor for Bias in CNN Image Classifier Seongmin Lee, Zijie J. Wang, Judy Hoffman, Duen Horng (Polo) Chau arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-04-12 Adaptive Cross-Attention-Driven Spatial-Spectral Graph Convolutional Network for Hyperspectral Image Classification Jin-Yu Yang, Heng-Chao Li, Wen-Shuai Hu, Lei Pan, Qian Du arXiv_AI arXiv_AI Pose Classification Relation Attention CNN Image_Classification PDF\n2022-04-12 Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks Štefan Pócoš, Iveta Bečková, Igor Farkaš arXiv_CV arXiv_CV Adversarial Pose Classification Image_Classification PDF\n2022-04-12 On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Wenju Zhang, Xiang Zhang, Qing Liao, Long Lan, Mengzhu Wang, Wei Wang, Baoyun Peng, Zhengming Ding arXiv_CV arXiv_CV Unsupervised Pose Classification Image_Classification Prediction PDF\n2022-04-12 Out-Of-Distribution Detection In Unsupervised Continual Learning Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV Unsupervised Pose Classification Detection Object_Detection Image_Classification PDF\n2022-04-11 A Simple Approach to Adversarial Robustness in Few-shot Image Classification Akshayvarun Subramanya, Hamed Pirsiavash arXiv_AI arXiv_AI Adversarial Classification Few-Shot Image_Classification PDF\n2022-04-11 SuperpixelGridCut, SuperpixelGridMean and SuperpixelGridMix Data Augmentation Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi arXiv_AI arXiv_AI Recognition Pose Classification Image_Classification PDF\n2022-04-11 Machine Learning State-of-the-Art with Uncertainties Peter Steinbach, Felicita Gernhardt, Mahnoor Tanveer, Steve Schmerler, Sebastian Starke arXiv_CV arXiv_CV Review Classification Image_Classification PDF\n2022-04-11 Comparison Analysis of Traditional Machine Learning and Deep Learning Techniques for Data and Image Classification Efstathios Karypidis, Stylianos G. Mouslech, Kassiani Skoulariki, Alexandros Gazis arXiv_CV arXiv_CV Pose Classification Deep_Learning CNN Image_Classification PDF\n2022-04-11 Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere arXiv_CL arXiv_CL Sparse Regularization Pose Classification Deep_Learning Image_Classification PDF\n2022-04-11 No Token Left Behind: Explainability-Aided Image Classification and Generation Roni Paiss, Hila Chefer, Lior Wolf arXiv_CV arXiv_CV Recognition Zero-Shot Classification Image_Classification Matching PDF\n2022-04-10 No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré arXiv_CV arXiv_CV Optimization Pose Classification Image_Classification PDF\n2022-04-10 Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review Ebenezer Olaniyi, Dong Chen, Yuzhen Lu, Yanbo Huang arXiv_CV arXiv_CV Segmentation Recognition Review Adversarial Classification Deep_Learning Detection Object_Detection GAN Image_Classification PDF\n2022-04-10 Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martinez, Rainer Stiefelhagen arXiv_AI arXiv_AI Enhancement Recognition Action_Recognition Action Classification Activity Image_Classification Prediction PDF\n2022-04-09 Knowledge-Free Black-Box Watermark and Ownership Proof for Image Classification Neural Networks Fangqi Li, Shilin Wang arXiv_CV arXiv_CV Knowledge Pose Classification Image_Classification PDF\n2022-04-08 Does Robustness on ImageNet Transfer to Downstream Tasks? Yutaro Yamada, Mayu Otani arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Pose Classification Detection Object_Detection CNN Image_Classification Prediction PDF\n2022-04-08 SuperNet in Neural Architecture Search: A Taxonomic Survey Stephen Cha, Taehyeon Kim, Hayeon Lee, Se-Young Yun arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Recognition Optimization Knowledge Survey Classification Detection Relation Object_Detection CNN Image_Classification PDF\n2022-04-07 Total Variation Optimization Layers for Computer Vision Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing arXiv_CV arXiv_CV Edge_Detection Weakly_Supervised Optimization Pose Classification Detection Denoising Image_Classification PDF\n2022-04-07 Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI Transformer Transfer_Learning Recognition Zero-Shot Pose Contrastive_Learning Classification Image_Classification PDF\n2022-04-07 Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Medical Image_Classification PDF\n2022-04-07 Exploring Cross-Domain Pretrained Model for Hyperspectral Image Classification Hyungtae Lee, Sungmin Eum, Heesung Kwon arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-04-06 Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li, Xialei Liu, Hakan Bilen arXiv_CV arXiv_CV Optimization Knowledge Pose Classification Few-Shot Image_Classification Prediction PDF\n2022-04-06 CAIPI in Practice: Towards Explainable Interactive Medical Image Classification Emanuel Slany, Yannik Ott, Stephan Scheele, Jan Paulus, Ute Schmid arXiv_CV arXiv_CV Enhancement Optimization Face Classification Deep_Learning Medical Image_Classification Prediction PDF\n2022-04-06 Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song arXiv_CV arXiv_CV Transformer Pose Classification Image_Classification PDF\n2022-04-06 Contextual Attention Mechanism, SRGAN Based Inpainting System for Eliminating Interruptions from Images Narayana Darapaneni, Vaibhav Kherde, Kameswara Rao, Deepali Nikam, Swanand Katdare, Anima Shukla, Anagha Lomate, Anwesh Reddy Paduri arXiv_AI arXiv_AI Inpainting Pose Classification Deep_Learning Attention GAN CNN Image_Classification PDF\n2022-04-06 Banana Sub-Family Classification and Quality Prediction using Computer Vision Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta, Neeta Taneja, Prabu Purushothaman, Swati Eswar, Anwesh Reddy Paduri, Thangaselvi Arichandrapandian arXiv_AI arXiv_AI Transfer_Learning Classification Image_Classification Prediction PDF\n2022-04-06 MixFormer: Mixing Features across Windows and Dimensions Qiang Chen, Qiman Wu, Jian Wang, Qinghao Hu, Tao Hu, Errui Ding, Jian Cheng, Jingdong Wang arXiv_CV arXiv_CV Transformer Pose Action Classification Attention Image_Classification Prediction PDF\n2022-04-05 MetaAudio: A Few-Shot Audio Classification Benchmark Calum Heggan, Sam Budgett, Timothy Hospedales, Mehrdad Yaghoobi arXiv_SD arXiv_SD Speech Classification Few-Shot Image_Classification PDF\n2022-04-05 Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Recognition Optimization Knowledge Face Classification Attention Image_Classification PDF\n2022-04-05 LatentGAN Autoencoder: Learning Disentangled Latent Distribution Sanket Kalwar, Animikh Aich, Tanay Dixit arXiv_CV arXiv_CV Unsupervised 3D Classification GAN Image_Classification PDF\n2022-04-04 MaxViT: Multi-Axis Vision Transformer Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li arXiv_CV arXiv_CV Transformer Pose Action Classification Detection Object_Detection Attention Image_Classification PDF\n2022-04-04 MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann, David Mizrahi, Andrei Atanov, Amir Zamir arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification PDF\n2022-04-04 How stable are Transferability Metrics evaluations? Andrea Agostinelli, Michal Pándy, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Image_Classification PDF\n2022-04-04 Generalized Zero Shot Learning For Medical Image Classification Dwarikanath Mahapatra arXiv_CV arXiv_CV Pose Classification Medical Image_Classification PDF\n2022-04-04 BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao arXiv_AI arXiv_AI Transformer Segmentation Recognition Represenation_Learning Pose Classification Detection Relation Object_Detection Attention Image_Classification Inference Prediction PDF\n2022-04-04 Attribute Prototype Network for Any-Shot Learning Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV Image_Caption Embedding Zero-Shot Represenation_Learning Knowledge Pose Quantitative Classification Few-Shot Image_Classification PDF\n2022-04-03 Revisiting a kNN-based Image Classification System with High-capacity Storage Kengo Nakata, Youyang Ng, Daisuke Miyashita, Asuka Maki, Yu-Chieh Lin, Jun Deguchi arXiv_CV arXiv_CV Knowledge Classification Image_Classification Inference PDF\n2022-04-03 Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification Zhixin Yan, Jiawei Huang, Kehua Xiang arXiv_CV arXiv_CV Optimization Regularization Pose Classification Image_Classification PDF\n2022-04-02 Matching Feature Sets for Few-Shot Image Classification Arman Afrasiyabi, Hugo Larochelle, Jean-François Lalonde, Christian Gagné arXiv_CV arXiv_CV Pose Classification Few-Shot Attention Image_Classification Inference Matching PDF\n2022-04-02 TripleNet: A Low Computing Power Platform of Low-Parameter Network Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian, Jen-Shiun Chiang arXiv_CV arXiv_CV Pose Classification Deep_Learning Attention CNN Image_Classification PDF\n2022-04-02 Mix-up Self-Supervised Learning for Contrast-agnostic Applications Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann arXiv_CV arXiv_CV Reconstruction Embedding Self-Supervised Classification Detection Object_Detection Attention Medical Image_Classification Prediction PDF\n2022-04-01 Proper Reuse of Image Classification Features Improves Object Detection Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin arXiv_CV arXiv_CV Transfer_Learning Knowledge Classification Detection Object_Detection Image_Classification PDF\n2022-03-31 Efficient Maximal Coding Rate Reduction by Variational Forms Christina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma, Benjamin D. Haeffele arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-03-31 Deep Hyperspectral Unmixing using Transformer Network Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders arXiv_CV arXiv_CV Transformer Review Pose Classification CNN Image_Classification PDF\n2022-03-31 Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification Yang Luo, Zhineng Chen, Xieping Gao arXiv_CV arXiv_CV Reconstruction Self-Supervised Pose Classification Attention Image_Classification PDF\n2022-03-31 Multimodal Fusion Transformer for Remote Sensing Image Classification Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot arXiv_CV arXiv_CV Transformer Embedding Pose Classification Detection Attention CNN Image_Classification PDF\n2022-03-30 Fair Contrastive Learning for Facial Attribute Classification Sungho Park, Jewook Lee, Pilhyeon Lee, Sunhee Hwang, Dohyung Kim, Hyeran Byun arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Face Classification Image_Classification PDF\n2022-03-30 SIT: A Bionic and Non-Linear Neuron for Spiking Neural Network Cheng Jin, Rui-Jie Zhu, Xiao Wu, Liang-Jian Deng arXiv_CV arXiv_CV Gesture Classification Image_Classification PDF\n2022-03-29 CHEX: CHannel EXploration for CNN Model Compression Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung arXiv_CV arXiv_CV Segmentation 3D Pose Classification Detection Object_Detection CNN Image_Classification PDF\n2022-03-29 Treatment Learning Transformer for Noisy Image Classification Chao-Han Huck Yang, I-Te Danny Hung, Yi-Chieh Liu, Pin-Yu Chen arXiv_AI arXiv_AI Transformer Style_Transfer Adversarial Pose Classification Deep_Learning Relation Image_Classification Inference Prediction PDF\n2022-03-29 Parameter-efficient Fine-tuning for Vision Transformers Xuehai He, Chunyuan Li, Pengchuan Zhang, Jianwei Yang, Xin Eric Wang arXiv_AI arXiv_AI Transformer Pose Classification Image_Classification Language_Model PDF\n2022-03-29 Edge Detection and Deep Learning Based SETI Signal Classification Method Zhewei Chen, Sami Ahmed Haider arXiv_CV arXiv_CV Edge_Detection Pose Classification Deep_Learning Detection Image_Classification PDF\n2022-03-29 4Weed Dataset: Annotated Imagery Weeds Dataset Varun Aggarwal, Aanis Ahmad, Aaron Etienne, Dharmendra Saraswat arXiv_CV arXiv_CV Classification Deep_Learning Detection Object_Detection CNN Image_Classification PDF\n2022-03-28 Neurosymbolic hybrid approach to driver collision warning Kyongsik Yun, Thomas Lu, Alexander Huyen, Patrick Hammer, Pei Wang arXiv_CV arXiv_CV Tracking Recognition Adversarial Classification Deep_Learning Detection Object_Detection Image_Classification Autonomous PDF\n2022-03-28 A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A. Beerel arXiv_CV arXiv_CV Sparse Adversarial Classification Image_Classification PDF\n2022-03-28 Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li arXiv_CV arXiv_CV Embedding Transfer_Learning Represenation_Learning Pose Classification Detection Object_Detection Image_Classification Language_Model PDF\n2022-03-28 WSEBP: A Novel Width-depth Synchronous Extension-based Basis Pursuit Algorithm for Multi-Layer Convolutional Sparse Coding Haitong Tang, Shuang He, Lingbing Bian, Zhiming Cui, Nizhuan Wang arXiv_AI arXiv_AI Sparse Pose Classification CNN Image_Classification PDF\n2022-03-27 Image quality assessment for machine learning tasks using meta-reinforcement learning Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M.C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV Segmentation Reinforcement_Learning Pose Classification Detection Image_Classification QA PDF\n2022-03-27 Knowledge Mining with Scene Text for Fine-Grained Recognition Hao Wang, Junchao Liao, Tianheng Cheng, Zewen Gao, Hao Liu, Bo Ren, Xiang Bai, Wenyu Liu arXiv_CV arXiv_CV Image_Caption Recognition Bert Knowledge Pose Scene_Text Action Classification Relation Activity Image_Classification PDF\n2022-03-27 How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu arXiv_AI arXiv_AI Reconstruction Optimization Adversarial Pose Classification Image_Classification PDF\n2022-03-26 Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Guanglei Yang, Enrico Fini, Dan Xu, Paolo Rota, Mingli Ding, Moin Nabi, Xavier Alameda-Pineda, Elisa Ricci arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Contrastive_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF\n2022-03-26 Does Monocular Depth Estimation Provide Better Pre-training than Classification for Semantic Segmentation? Dong Lao, Alex Wong, Stefano Soatto arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Self-Supervised Pose Classification Relation Image_Classification PDF\n2022-03-25 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Pose Classification Image_Classification Prediction PDF\n2022-03-25 Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto, Nicole Finnie, Mauricio Munoz, Chaithanya Kumar Mummadi, Jan Hendrik Metzen arXiv_CV arXiv_CV Transformer Recognition Adversarial Pose Classification Detection Object_Detection Attention Image_Classification PDF\n2022-03-25 Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Jinheng Xie, Jianfeng Xiang, Junliang Chen, Xianxu Hou, Xiaodong Zhao, Linlin Shen arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Pose Contrastive_Learning Classification Relation Image_Classification PDF\n2022-03-24 Repairing Group-Level Errors for DNNs Using Weighted Regularization Ziyuan Zhong, Yuchi Tian, Conor J.Sweeney, Vicente Ordonez-Roman, Baishakhi Ray arXiv_AI arXiv_AI Regularization Pose Classification Image_Classification Inference PDF\n2022-03-24 Moving Window Regression: A Novel Approach to Ordinal Regression Nyeong-Ho Shin, Seon-Ho Lee, Chang-Su Kim arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-03-24 Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning Tomer Avidor, Nadav Tal Israel arXiv_AI arXiv_AI Gradient_Descent Sparse Pose Classification Deep_Learning Image_Classification PDF\n2022-03-24 Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang, Licheng Jiao, Xu Liu, Fang Liu, Shuyuan Yang, Zhixi Feng, Xu Tang arXiv_CV arXiv_CV Transformer Segmentation Tracking Object_Tracking Review Classification Detection Object_Detection Attention Image_Classification Video_Classification PDF\n2022-03-24 The Fixed Sub-Center: A Better Way to Capture Data Complexity Zhemin Zhang, Xun Gong arXiv_CV arXiv_CV Recognition Pose Classification Image_Classification PDF\n2022-03-24 NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks Xiaofei Xie, Tianlin Li, Jian Wang, Lei Ma, Qing Guo, Felix Juefei-Xu, Yang Liu arXiv_CV arXiv_CV Recognition Adversarial Pose Classification Deep_Learning Detection Relation Image_Classification PDF\n2022-03-24 When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study Alexandros Shikun Zhang, Naomi Fengqi Li arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Medical CNN Image_Classification PDF\n2022-03-23 Multidimensional Belief Quantification for Label-Efficient Meta-Learning Deep Pandey, Qi Yu arXiv_CV arXiv_CV Optimization Pose Classification Relation Few-Shot Image_Classification Prediction PDF\n2022-03-23 U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard arXiv_CV arXiv_CV NAS Optimization Pose Classification Image_Classification Inference PDF\n2022-03-22 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification Hongrun Zhang, Yanda Meng, Yitian Zhao, Yihong Qiao, Xiaoyun Yang, Sarah E. Coupland, Yalin Zheng arXiv_CV arXiv_CV Pose Face Classification Attention Image_Classification PDF\n2022-03-22 Learning Patch-to-Cluster Attention in Vision Transformer Ryan Grainger, Thomas Paniagua, Xi Song, Tianfu Wu arXiv_CV arXiv_CV Transformer Segmentation Embedding Pose Classification Detection Object_Detection Attention Image_Classification PDF\n2022-03-22 Focal Modulation Networks Jianwei Yang, Chunyuan Li, Jianfeng Gao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Action Classification Detection Object_Detection Attention CNN Image_Classification PDF\n2022-03-22 FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction Liang Gao, Huazhu Fu, Li Li, Yingwen Chen, Ming Xu, Cheng-Zhong Xu arXiv_AI arXiv_AI Pose Classification Image_Classification PDF\n2022-03-21 Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm Matteo Spallanzani, Gian Paolo Leonardi, Luca Benini arXiv_CV arXiv_CV Pose Classification Image_Classification Inference PDF\n2022-03-21 Image Classification on Accelerated Neural Networks Ilkay Sikdokur, Inci Baytas, Arda Yurdakul arXiv_CV arXiv_CV Classification Deep_Learning CNN Image_Classification Inference PDF\n2022-03-21 MTBF-33: A multi-temporal building footprint dataset for 33 counties in the United States Johannes H. Uhl, Stefan Leyk arXiv_CV arXiv_CV Reconstruction Pose Quantitative Classification Image_Classification PDF\n2022-03-21 Towards Self-Supervised Gaze Estimation Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera arXiv_CV arXiv_CV Embedding Recognition Self-Supervised Pose Face Classification Gaze_Estimation Image_Classification PDF\n2022-03-20 CRISPnet: Color Rendition ISP Net Matheus Souza, Wolfgang Heidrich arXiv_CV arXiv_CV Restoration Classification Denoising Attention Image_Classification PDF\n2022-03-20 Vision Transformer with Convolutions Architecture Search Haichao Zhang, Kuangrong Hao, Witold Pedrycz, Lei Gao, Xuesong Tang, Bing Wei arXiv_CV arXiv_CV Transformer NAS Recognition Pose Classification Detection Relation Object_Detection Attention CNN Image_Classification PDF\n2022-03-20 CLIP on Wheels: Zero-Shot Object Navigation as Object Localization and Exploration Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song arXiv_RO arXiv_RO Zero-Shot Classification Image_Classification Inference PDF\n2022-03-19 Incremental Few-Shot Learning via Implanting and Compressing Yiting Li, Haiyue Zhu, Xijia Feng, Zilong Cheng, Jun Ma, Cheng Xiang, Prahlad Vadakkepat, Tong Heng Lee arXiv_CV arXiv_CV Reconstruction Embedding Knowledge Pose Classification Detection Few-Shot Object_Detection Image_Classification PDF\n2022-03-18 Three things everyone should know about Vision Transformers Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou arXiv_CV arXiv_CV Transformer Segmentation Bert Self-Supervised Action Classification Detection Attention Image_Classification PDF\n2022-03-18 Do Deep Networks Transfer Invariances Across Classes? Allan Zhou, Fahim Tajwar, Alexander Robey, Tom Knowles, George J. Pappas, Hamed Hassani, Chelsea Finn arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-03-17 Transframer: Arbitrary Frame Prediction with Generative Models Charlie Nash, João Carreira, Jacob Walker, Iain Barr, Andrew Jaegle, Mateusz Malinowski, Peter Battaglia arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Sparse Pose Classification Few-Shot Image_Classification Optical_Flow Prediction PDF\n2022-03-17 An Interactive Explanatory AI System for Industrial Quality Control Dennis Müller, Michael März, Stephan Scheele, Ute Schmid arXiv_CV arXiv_CV Knowledge Pose Classification Detection Relation CNN Image_Classification Inference PDF\n2022-03-17 Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-03-17 DATA: Domain-Aware and Task-Aware Pre-training Qing Chang, Junran Peng, Lingxie Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang arXiv_CV arXiv_CV NAS Segmentation Semantic_Segmentation Knowledge Self-Supervised Pose Classification Detection Object_Detection Image_Classification PDF\n2022-03-16 Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran, Ngan Le arXiv_CV arXiv_CV NAS Reconstruction Segmentation Review Classification Deep_Learning Detection Few-Shot Medical Image_Classification PDF\n2022-03-16 A Continual Learning Framework for Adaptive Defect Classification and Inspection Wenbo Sun, Raed Al Kontar, Judy Jin, Tzyy-Shuh Chang arXiv_CV arXiv_CV Point_Cloud 3D Pose Face Classification Detection Object_Detection Image_Classification PDF\n2022-03-16 UnseenNet: Fast Training Detector for Any Unseen Concept Asra Aslam, Edward Curry arXiv_CV arXiv_CV Knowledge Pose Classification Detection Few-Shot Object_Detection Image_Classification PDF\n2022-03-16 Decoupled Knowledge Distillation Borui Zhao, Quan Cui, Renjie Song, Yiyu Qiu, Jiajun Liang arXiv_AI arXiv_AI Knowledge Classification Detection Object_Detection Image_Classification PDF\n2022-03-16 Application of Quantum Density Matrix in Classical Question Answering and Classical Image Classification X. Q. Zhao, H. Wan, H. Chen, L. Su, Z. L. Huang, L. Z. Li arXiv_CL arXiv_CL RNN Classification Relation CNN Image_Classification QA PDF\n2022-03-16 Learning to Generate Synthetic Training Data using Gradient Matching and Implicit Differentiation Dmitry Medvedev, Alexander D'yakonov arXiv_AI arXiv_AI Classification Image_Classification Matching PDF\n2022-03-16 Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann arXiv_CV arXiv_CV Embedding Self-Supervised Contrastive_Learning Classification Detection Relation Image_Classification PDF\n2022-03-16 Open Set Recognition using Vision Transformer with an Additional Detection Head Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon Koutsoukos arXiv_AI arXiv_AI Transformer Recognition Knowledge Pose Classification Detection Image_Classification PDF\n2022-03-15 2-speed network ensemble for efficient classification of incremental land-use/land-cover satellite image chips Michael James Horry, Subrata Chakraborty, Biswajeet Pradhan, Nagesh Shukla, Sanjoy Paul arXiv_CV arXiv_CV Transformer Pose Classification Deep_Learning CNN Image_Classification PDF\n2022-03-15 Towards understanding deep learning with the natural clustering prior Simon Carbonnelle arXiv_AI arXiv_AI Unsupervised Knowledge Pose Classification Deep_Learning Image_Classification PDF\n2022-03-15 One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio Cesar Teodoro Mendes, Abhinav Shrivastava, Yale Song arXiv_AI arXiv_AI NAS Self-Supervised Pose Classification Image_Classification PDF\n2022-03-15 Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang, Qinghong Sun, Yichun Zhou, Zexin He, Zhenfei Yin, Kun Wang, Lu Sheng, Yu Qiao, Jing Shao, Ziwei Liu arXiv_CV arXiv_CV Classification Detection Image_Classification PDF\n2022-03-15 Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan arXiv_CV arXiv_CV Pose Classification Relation Medical CNN Image_Classification Prediction PDF\n2022-03-15 InsCon:Instance Consistency Feature Representation via Self-Supervised Learning Junwei Yang, Ke Zhang, Zhaolin Cui, Jinming Su, Junfeng Luo, Xiaolin Wei arXiv_CV arXiv_CV Segmentation Recognition Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection Image_Classification Prediction PDF\n2022-03-15 Generalized but not Robust? 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Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman arXiv_CV arXiv_CV Weakly_Supervised Classification Image_Classification Prediction PDF\n2022-03-11 Sparse Subspace Clustering for Concept Discovery Johanna Vielhaben, Stefan Blücher, Nils Strodthoff arXiv_AI arXiv_AI Sparse Pose Classification Image_Classification PDF\n2022-03-11 Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification Jianzhang Zheng, Fan Yang, Hao Shen, Xuan Tang, Mingsong Chen, Liang Song, Xian Wei arXiv_AI arXiv_AI Adversarial Pose Classification Image_Classification Prediction PDF\n2022-03-11 QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Xiuying Wei, Ruihao Gong, Yuhang Li, Xianglong Liu, Fengwei Yu arXiv_CV arXiv_CV Reconstruction Quantization Text_Classification Pose Classification Detection Object_Detection Attention Image_Classification PDF\n2022-03-10 Deep Multimodal Guidance for Medical Image Classification Mayur Mallya, Ghassan Hamarneh arXiv_CV arXiv_CV Knowledge Classification Deep_Learning Medical Image_Classification Inference PDF\n2022-03-10 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt arXiv_CV arXiv_CV Zero-Shot Classification Relation Image_Classification Inference Prediction PDF\n2022-03-09 Multiscale Convolutional Transformer with Center Mask Pretraining for Hyperspectral Image Classificationtion Yifan Wang, Sen Jia, Zhongfan Zhang arXiv_CV arXiv_CV Transformer Reconstruction Embedding Self-Supervised Pose Face Action Classification Deep_Learning Relation CNN Image_Classification PDF\n2022-03-09 Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification Zhiyuan Cai, Huaqing He, Li Lin, Xiaoying Tang arXiv_CV arXiv_CV Transformer Reconstruction Embedding 3D Self-Supervised Pose Classification Deep_Learning Image_Classification PDF\n2022-03-08 Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan, Shikai Chen, Yao Zhang, Zhongchao Shi, Xin Geng, Jianping Fan, Yong Rui arXiv_CV arXiv_CV Transformer Embedding Pose Classification Relation Attention Image_Classification PDF\n2022-03-08 Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention Kai Liu, Tianyi Wu, Cong Liu, Guodong Guo arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection Attention Image_Classification PDF\n2022-03-08 Part-Aware Self-Supervised Pre-Training for Person Re-Identification Kuan Zhu, Haiyun Guo, Tianyi Yan, Yousong Zhu, Jinqiao Wang, Ming Tang arXiv_CV arXiv_CV Person_Re-identification Self-Supervised Pose Classification Re-identification Image_Classification PDF\n2022-03-08 Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Jiajun Liang, Boyan Zhou, Osamu Yoshie arXiv_AI arXiv_AI Transfer_Learning Classification Image_Classification PDF\n2022-03-07 Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations Naman Goyal, David Steiner arXiv_CV arXiv_CV Reinforcement_Learning Classification Image_Classification Prediction PDF\n2022-03-07 Explaining Classifiers by Constructing Familiar Concepts Johannes Schneider, Michail Vlachos arXiv_CV arXiv_CV Recognition Salient Pose Classification Deep_Learning CNN Image_Classification PDF\n2022-03-07 Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Lingfeng Yang, Xiang Li, Renjie Song, Borui Zhao, Juntian Tao, Shihao Zhou, Jiajun Liang, Jian Yang arXiv_CV arXiv_CV Image_Caption Embedding Knowledge Pose Classification Image_Classification PDF\n2022-03-04 DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei arXiv_CV arXiv_CV Image_Caption Transformer Self-Supervised Pose Classification Detection Image_Classification PDF\n2022-03-04 FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis Yawen Wu, Dewen Zeng, Xiaowei Xu, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV Pose Classification Deep_Learning Medical Image_Classification Inference PDF\n2022-03-03 Random Quantum Neural Networks for Noisy Image Recognition Debanjan Konar, Erol Gelenbe, Soham Bhandary, Aditya Das Sarma, Attila Cangi arXiv_CV arXiv_CV Recognition RNN Pose Classification CNN Image_Classification PDF\n2022-03-03 Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology S. Kyathanahally, T. Hardeman, M. Reyes, E. Merz, T. Bulas, F. Pomati, M. Baity-Jesi arXiv_CV arXiv_CV Transformer Classification Deep_Learning GAN Image_Classification Prediction PDF\n2022-03-02 Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification Kai Yi, Xiaoqian Shen, Yunhao Gou, Mohamed Elhoseiny arXiv_CV arXiv_CV Recognition Zero-Shot Knowledge Pose Classification Relation Few-Shot Image_Classification PDF\n2022-03-02 ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mohammad Mahdi Dehshibi, Mona Ashtari-Majlan, Gereziher Adhane, David Masip arXiv_CV arXiv_CV Pose Quantitative Classification CNN Image_Classification PDF\n2022-03-02 Visual Feature Encoding for GNNs on Road Networks Oliver Stromann, Alireza Razavi, Michael Felsberg arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-03-02 Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions Rui-Yang Ju, Ting-Yu Lin, Jen-Shiun Chiang, Jia-Hao Jian, Yu-Shian Lin, Liu-Rui-Yi Huang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Pose Classification Detection Object_Detection Attention GAN CNN Image_Classification PDF\n2022-03-01 Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey Saul Calderon-Ramirez, Shengxiang Yang, David Elizondo arXiv_AI arXiv_AI Recognition Pose Survey Classification Deep_Learning Medical Image_Classification Autonomous PDF\n2022-02-28 Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao, Liang Zheng, Xiaodong Yang, Milind Napthade, Tom Gedeon arXiv_CV arXiv_CV Optimization Pose Classification Re-identification Image_Classification PDF\n2022-02-28 ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification Rohan Agarwal, Aman Aziz, Aditya Suraj Krishnan, Aditya Challa, Sravan Danda arXiv_CV arXiv_CV Unsupervised Knowledge Pose Classification Image_Classification PDF\n2022-02-27 Synergistic Network Learning and Label Correction for Noise-robust Image Classification Chen Gong, Kong Bin, Eric J. Seibel, Xin Wang, Youbing Yin, Qi Song arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-02-26 On-chip QNN: Towards Efficient On-Chip Training of Quantum Neural Networks Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-02-26 Relational Surrogate Loss Learning Tao Huang, Zekang Li, Hua Lu, Yong Shan, Shusheng Yang, Yang Feng, Fei Wang, Shan You, Chang Xu arXiv_CV arXiv_CV Optimization Pose_Estimation Pose Classification Relation Image_Classification PDF\n2022-02-25 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Represenation_Learning Knowledge Adversarial Pose Classification Image_Classification PDF\n2022-02-25 RRL:Regional Rotation Layer in Convolutional Neural Networks Zongbo Hao, Tao Zhang, Mingwang Chen, Kaixu Zhou arXiv_CV arXiv_CV Enhancement Pose Action Classification Detection Object_Detection CNN Image_Classification PDF\n2022-02-25 Monogenic Wavelet Scattering Network for Texture Image Classification Wai Ho Chak, Naoki Saito arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF\n2022-02-24 New Benchmark for Household Garbage Image Recognition Zhize Wu, Huanyi Li, Xiaofeng Wang, Zijun Wu, Le Zou, Lixiang Xu, Ming Tan arXiv_CV arXiv_CV Image_Caption Recognition Represenation_Learning Face Classification Deep_Learning CNN Image_Classification PDF\n2022-02-23 Image Classification on Small Datasets via Masked Feature Mixing Christoph Reinders, Frederik Schubert, Bodo Rosenhahn arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF\n2022-02-23 Deep Learning Reproducibility and Explainable AI A.-M. Leventi-Peetz, T. Östreich arXiv_AI arXiv_AI Pose Classification Deep_Learning CNN Image_Classification PDF\n2022-02-23 Mixed-Block Neural Architecture Search for Medical Image Segmentation Martijn M.A. Bosma, Arkadiy Dushatskiy, Monika Grewal, Tanja Alderliesten, Peter A. N. Bosman arXiv_CV arXiv_CV NAS Segmentation Pose Action Classification Medical Image_Classification PDF\n2022-02-22 Retrieval Augmented Classification for Long-Tail Visual Recognition Alexander Long, Wei Yin, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel arXiv_CV arXiv_CV Recognition Classification Image_Classification PDF\n2022-02-22 Efficient and Differentiable Conformal Prediction with General Function Classes Yu Bai, Song Mei, Huan Wang, Yingbo Zhou, Caiming Xiong arXiv_AI arXiv_AI Pose Classification Image_Classification Prediction PDF\n2022-02-22 Cut and Continuous Paste towards Real-time Deep Fall Detection Sunhee Hwang, Minsong Ki, Seung-Hyun Lee, Sanghoon Park, Byoung-Ki Jeon arXiv_CV arXiv_CV Surveillance Pose Quantitative Classification Deep_Learning Detection CNN Image_Classification Inference PDF\n2022-02-21 A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze arXiv_CV arXiv_CV Regularization Self-Supervised Contrastive_Learning Classification Detection Image_Classification Matching PDF\n2022-02-20 Visual Attention Network Meng-Hao Guo, Cheng-Ze Lu, Zheng-Ning Liu, Ming-Ming Cheng, Shi-Min Hu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Detection Relation Object_Detection Attention CNN Image_Classification PDF\n2022-02-20 Imbalanced Malware Images Classification: a CNN based Approach Songqing Yue, Tianyang Wang arXiv_CV arXiv_CV Pose Classification Detection CNN Image_Classification PDF\n2022-02-18 DataMUX: Data Multiplexing for Neural Networks Vishvak Murahari, Carlos E. Jimenez, Runzhe Yang, Karthik Narasimhan arXiv_AI arXiv_AI Transformer Recognition Classification Attention Image_Classification Inference Prediction PDF\n2022-02-17 Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim arXiv_AI arXiv_AI NAS Transfer_Learning Pose Classification CNN Image_Classification PDF\n2022-02-17 EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorze arXiv_CV arXiv_CV Transformer Knowledge Pose Classification Deep_Learning Detection CNN Image_Classification PDF\n2022-02-17 Dynamic Object Comprehension: A Framework For Evaluating Artificial Visual Perception Scott Y.L. Chin, Bradley R. Quinton arXiv_AI arXiv_AI Pose Face Classification Detection Object_Detection Image_Classification PDF\n2022-02-17 MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition Jin Sakuma, Tatsuya Komatsu, Robin Scheibler arXiv_SD arXiv_SD Recognition Speech Pose Classification Attention Speech_Recognition Image_Classification PDF\n2022-02-16 Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron, Mannat Singh, Ishan Misra, Levent Sagun, Armand Joulin, Piotr Bojanowski arXiv_AI arXiv_AI Embedding Recognition Salient Self-Supervised Classification Detection Image_Classification PDF\n2022-02-16 Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment Hang Zhang, Su Yang, Hongyong Wang, zhongyan lu, helin sun arXiv_CV arXiv_CV Self-Supervised Pose Classification Detection Image_Classification PDF\n2022-02-16 ActionFormer: Localizing Moments of Actions with Transformers Chenlin Zhang, Jianxin Wu, Yin Li arXiv_CV arXiv_CV Transformer Video_Caption Action_Localization Action Classification Detection Object_Detection Attention Activity Image_Classification PDF\n2022-02-16 Cross-Modal Common Representation Learning with Triplet Loss Functions Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler arXiv_CV arXiv_CV Embedding Handwriting Recognition Represenation_Learning Pose Classification Image_Classification PDF\n2022-02-16 Applying adversarial networks to increase the data efficiency and reliability of Self-Driving Cars Aakash Kumar arXiv_CV arXiv_CV Adversarial Classification GAN CNN Image_Classification PDF\n2022-02-15 ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification Thomas Stegmüller, Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV Transformer Pose Action Classification Attention Image_Classification Prediction PDF\n2022-02-15 Improving the repeatability of deep learning models with Monte Carlo dropout Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Diden Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer arXiv_CV arXiv_CV Classification Deep_Learning Attention Medical Image_Classification Prediction PDF\n2022-02-15 DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks Jiachen Zhong, Junying Chen, Ajmal Mian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Detection Object_Detection CNN Image_Classification PDF\n2022-02-15 A precortical module for robust CNNs to light variations R. Fioresi, J. Petkovic arXiv_AI arXiv_AI Classification CNN Image_Classification PDF\n2022-02-15 Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters Mingbao Lin, Liujuan Cao, Yuxin Zhang, Ling Shao, Chia-Wen Lin, Rongrong Ji arXiv_CV arXiv_CV Pose Classification Image_Classification Recommendation PDF\n2022-02-15 Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images Hongzhi Zhu, Robert Rohling, Septimiu Salcudean arXiv_CV arXiv_CV Salient Pose Classification Deep_Learning Attention Medical Image_Classification Prediction PDF\n2022-02-14 Discriminability-enforcing loss to improve representation learning Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu arXiv_CV arXiv_CV Transformer Represenation_Learning Classification CNN Image_Classification PDF\n2022-02-14 Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Minzhe Niu, Hang Xu, Xiaodan Liang, Wei Zhang, Xin Jiang, Chunjing Xu arXiv_CV arXiv_CV Zero-Shot Classification Image_Classification PDF\n2022-02-14 Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks Guandong Li, Chunju Zhang arXiv_CV arXiv_CV 3D Pose Action Classification Attention CNN Image_Classification PDF\n2022-02-13 BViT: Broad Attention based Vision Transformer Nannan Li, Yaran Chen, Weifan Li, Zixiang Ding, Dongbin Zhao arXiv_CV arXiv_CV Transformer Recognition Pose Classification Relation Attention Image_Classification PDF\n2022-02-13 Source-Free Progressive Graph Learning for Open-Set Domain Adaptation Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh arXiv_CV arXiv_CV Unsupervised Recognition Pose Action_Recognition Action Classification Attention Image_Classification Prediction PDF\n2022-02-12 Indication as Prior Knowledge for Multimodal Disease Classification in Chest Radiographs with Transformers Grzegorz Jacenków, Alison Q. O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV Transformer Bert Knowledge Classification Image_Classification PDF\n2022-02-12 Fuzzy Pooling Dimitrios E. Diamantis, Dimitris K. Iakovidis arXiv_AI arXiv_AI Pose Action Classification CNN Image_Classification PDF\n2022-02-12 Open-set Adversarial Defense with Clean-Adversarial Mutual Learning Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel arXiv_CV arXiv_CV Recognition Knowledge Adversarial Pose Classification Deep_Learning Denoising Image_Classification PDF\n2022-02-11 Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian, Ming Lin, Xiuyu Sun, Zhiyu Tan, Rong Jin arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Compression CNN Image_Classification PDF\n2022-02-11 Exemplar-free Online Continual Learning Jiangpeng He, Fengqing Zhu arXiv_CV arXiv_CV Knowledge Pose Classification Image_Classification PDF\n2022-02-10 Feature-level augmentation to improve robustness of deep neural networks to affine transformations Adrian Sandru, Mariana-Iuliana Georgescu, Radu Tudor Ionescu arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF\n2022-02-10 Spherical Transformer Sungmin Cho, Raehyuk Jung, Junseok Kwon arXiv_CV arXiv_CV Transformer Pose Face Classification CNN Image_Classification PDF\n2022-02-09 Image Difference Captioning with Pre-training and Contrastive Learning Linli Yao, Weiying Wang, Qin Jin arXiv_CV arXiv_CV Self-Supervised Pose Contrastive_Learning Classification Caption Image_Classification PDF\n2022-02-08 TransformNet: Self-supervised representation learning through predicting geometric transformations Sayed Hashim, Muhammad Ali arXiv_CV arXiv_CV Unsupervised Recognition Text_Classification Represenation_Learning Salient Self-Supervised Pose Quantitative Classification Image_Classification PDF\n2022-02-08 DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generative Transformers Jaemin Cho, Abhay Zala, Mohit Bansal arXiv_CV arXiv_CV Image_Caption Transformer Image_Generation Recognition Pose Classification Relation Attention Caption Image_Classification Language_Model PDF\n2022-02-08 Equivariance versus Augmentation for Spherical Images Jan E. Gerken, Oscar Carlsson, Hampus Linander, Fredrik Ohlsson, Christoffer Petersson, Daniel Persson arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Classification CNN Image_Classification Inference PDF\n2022-02-08 Uncertainty Modeling for Out-of-Distribution Generalization Xiaotong Li, Yongxing Dai, Yixiao Ge, Jun Liu, Ying Shan, Ling-Yu Duan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Image_Classification PDF\n2022-02-08 If a Human Can See It, So Should Your System: Reliability Requirements for Machine Vision Components Boyue Caroline Hu, Lina Marsso, Krzysztof Czarnecki, Rick Salay, Huakun Shen, Marsha Chechik arXiv_CV arXiv_CV Recognition Classification Image_Classification Prediction PDF\n2022-02-08 Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification Gustavo Henrique de Rosa, Mateus Roder, João Paulo Papa arXiv_AI arXiv_AI Recognition Pose Classification Detection Attention Image_Classification PDF\n2022-02-08 Modeling Structure with Undirected Neural Networks Tsvetomila Mihaylova, Vlad Niculae, André F. T. 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Fink, Matthias Rottmann arXiv_CV arXiv_CV Adversarial Classification Detection GAN Image_Classification PDF\n2022-01-31 Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein arXiv_CV arXiv_CV Transformer Regularization Knowledge Pose Classification Image_Classification PDF\n2022-01-29 Image Classification using Graph Neural Network and Multiscale Wavelet Superpixels Varun Vasudevan, Maxime Bassenne, Md Tauhidul Islam, Lei Xing arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-01-29 A Novel Matrix-Encoding Method for Privacy-Preserving Neural Networks John Chiang arXiv_CV arXiv_CV Classification Image_Classification Prediction PDF\n2022-01-28 3D Visualization and Spatial Data Mining for Analysis of LULC Images B. G. Kodge arXiv_CV arXiv_CV Segmentation 3D Classification Image_Classification PDF\n2022-01-28 Low-rank features based double transformation matrices learning for image classification Yu-Hong Cai, Xiao-Jun Wu, Zhe Chen arXiv_AI arXiv_AI Optimization Sparse Salient Pose Action Classification Image_Classification PDF\n2022-01-28 Calibrating Histopathology Image Classifiers using Label Smoothing Jerry Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-01-27 An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Müller, Iñaki Soto-Rey, Frank Kramer arXiv_AI arXiv_AI Pose Classification Deep_Learning Medical CNN Image_Classification Prediction PDF\n2022-01-26 Evaluating language-biased image classification based on semantic representations Yoann Lemesle, Masataka Sawayama, Guillermo Valle-Perez, Maxime Adolphe, Hélène Sauzéon, Pierre-Yves Oudeyer arXiv_CV arXiv_CV Image_Caption Recognition Pose Classification Relation Image_Classification PDF\n2022-01-26 A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes Mazda Moayeri, Phillip Pope, Yogesh Balaji, Soheil Feizi arXiv_CV arXiv_CV Transformer Segmentation Salient Adversarial Quantitative Classification Image_Classification Prediction PDF\n2022-01-25 Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions Gengchen Mai, Yao Xuan, Wenyun Zuo, Krzysztof Janowicz, Ni Lao arXiv_AI arXiv_AI Sparse Represenation_Learning Pose Face Classification Image_Classification Prediction PDF\n2022-01-25 Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition Dmitriy Serdyuk, Otavio Braga, Olivier Siohan arXiv_CV arXiv_CV Transformer Recognition 3D Speech Pose Classification Speech_Recognition CNN Image_Classification PDF\n2022-01-25 Convolutional Xformers for Vision Pranav Jeevan, Amit sethi arXiv_AI arXiv_AI Transformer Embedding Pose Classification Attention CNN Image_Classification PDF\n2022-01-24 Importance of Preprocessing in Histopathology Image Classification Using Deep Convolutional Neural Network Nilgun Sengoz, Tuncay Yigit, Ozlem Ozmen, Ali Hakan Isik arXiv_CV arXiv_CV Pose Classification Deep_Learning Detection Medical CNN Image_Classification PDF\n2022-01-24 Feature transforms for image data augmentation Loris Nanni, Michelangelo Paci, Sheryl Brahnam, Alessandra Lumini arXiv_AI arXiv_AI Pose Classification CNN Image_Classification PDF\n2022-01-24 Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis Yin Dai, Yifan Gao, Fayu Liu, Jun Fu arXiv_CV arXiv_CV 3D Pose Classification Relation Attention Medical CNN Image_Classification PDF\n2022-01-23 Wavelet-Attention CNN for Image Classification Zhao Xiangyu arXiv_CV arXiv_CV Pose Classification Attention CNN Image_Classification PDF\n2022-01-23 Learning to Minimize the Remainder in Supervised Learning Yan Luo, Yongkang Wong, Mohan Kankanhalli, Qi Zhao arXiv_CV arXiv_CV Image_Retrieval Knowledge Pose Classification Deep_Learning Detection Object_Detection Image_Classification Recommendation PDF\n2022-01-22 Investigating the Potential of Auxiliary-Classifier GANs for Image Classification in Low Data Regimes Amil Dravid, Florian Schiffers, Yunan Wu, Oliver Cossairt, Aggelos K. Katsaggelos arXiv_CV arXiv_CV Adversarial Classification GAN CNN Image_Classification PDF\n2022-01-22 Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao arXiv_CV arXiv_CV Adversarial Pose Classification Detection Contour Object_Detection Image_Classification Autonomous PDF\n2022-01-22 Visual Representation Learning with Self-Supervised Attention for Low-Label High-data Regime Prarthana Bhattacharyya, Chenge Li, Xiaonan Zhao, István Fehérvári, Jason Sun arXiv_CV arXiv_CV Transformer Embedding Recognition Zero-Shot Represenation_Learning Image_Retrieval Self-Supervised Classification Few-Shot Attention Image_Classification PDF\n2022-01-22 Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Junjie Wang, Feng Gao, Junyu Dong, Qian Du arXiv_CV arXiv_CV Regularization Adversarial Pose Classification GAN Image_Classification PDF\n2022-01-22 Enabling Deep Learning on Edge Devices through Filter Pruning and Knowledge Transfer Kaiqi Zhao, Yitao Chen, Ming Zhao arXiv_AI arXiv_AI Unsupervised Recognition Knowledge Speech Pose Classification Deep_Learning Speech_Recognition Image_Classification PDF\n2022-01-21 ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification Jan Cychnerski, Tomasz Dziubich, Adam Brzeski arXiv_CV arXiv_CV Segmentation Pose Classification Medical Image_Classification PDF\n2022-01-21 Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_AI arXiv_AI Transfer_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF\n2022-01-19 Signal Strength and Noise Drive Feature Preference in CNN Image Classifiers Max Wolff, Stuart Wolff arXiv_CV arXiv_CV Classification CNN Image_Classification PDF\n2022-01-19 Using Self-Supervised Pretext Tasks for Active Learning John Seon Keun Yi, Minseok Seo, Jongchan Park, Dong-Geol Choi arXiv_CV arXiv_CV Segmentation Self-Supervised Pose Classification Image_Classification Prediction PDF\n2022-01-18 Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets Anabik Pal, Zhiyun Xue, Sameer Antani arXiv_AI arXiv_AI Self-Supervised Pose Classification Image_Classification Prediction PDF\n2022-01-18 It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Emanuel Ben-Baruch, Matan Karklinsky, Yossi Biton, Avi Ben-Cohen, Hussam Lawen, Nadav Zamir arXiv_CV arXiv_CV Embedding Knowledge Pose Face Classification Image_Classification PDF\n2022-01-17 Explainable Ensemble Machine Learning for Breast Cancer Diagnosis based on Ultrasound Image Texture Features Alireza Rezazadeh, Yasamin Jafarian, Ali Kord arXiv_CV arXiv_CV Pose Classification CNN Image_Classification Prediction PDF\n2022-01-17 Landscape of Neural Architecture Search across sensors: how much do they differ ? Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu arXiv_AI arXiv_AI NAS Optimization Pose Classification Image_Classification PDF\n2022-01-17 The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin, Jia Shi, Deepak Pathak, Deva Ramanan arXiv_AI arXiv_AI Unsupervised Pose Classification Image_Classification Language_Model PDF\n2022-01-16 You only look 10647 times Christian Limberg, Andrew Melnik, Augustin Harter, Helge Ritter arXiv_CV arXiv_CV Classification Detection Object_Detection Image_Classification PDF\n2022-01-16 ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu arXiv_AI arXiv_AI Recognition Regularization Adversarial Pose Classification Denoising Image_Classification PDF\n2022-01-15 Multi-level Second-order Few-shot Learning Hongguang Zhang, Hongdong Li, Piotr Koniusz arXiv_CV arXiv_CV Unsupervised Recognition Self-Supervised Pose Action_Recognition Action Classification Few-Shot CNN Image_Classification Matching PDF\n2022-01-13 Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks Yuchong Yao, Xiaohui Wangr, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee arXiv_CV arXiv_CV Unsupervised Adversarial Pose Classification GAN Medical CNN Image_Classification PDF\n2022-01-10 A ConvNet for the 2020s Zhuang Liu, Hanzi Mao, Chao-Yuan Wu, Christoph Feichtenhofer, Trevor Darrell, Saining Xie arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Face Classification Detection Object_Detection GAN Image_Classification PDF\n2022-01-10 Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks Claudio Filipi Gonçalves dos Santos, João Paulo Papa arXiv_CV arXiv_CV Regularization Survey Classification Detection Object_Detection CNN Image_Classification PDF\n2022-01-09 Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra arXiv_AI arXiv_AI Knowledge Pose Classification Image_Classification PDF\n2022-01-09 Glance and Focus Networks for Dynamic Visual Recognition Gao Huang, Yulin Wang, Kangchen Lv, Haojun Jiang, Wenhui Huang, Pengfei Qi, Shiji Song arXiv_AI arXiv_AI Recognition Reinforcement_Learning Salient Pose Classification Image_Classification Inference Prediction PDF\n2022-01-09 ThreshNet: An Efficient DenseNet using Threshold Mechanism to Reduce Connections Rui-Yang Ju, Ting-Yu Lin, Jia-Hao Jian, Jen-Shiun Chiang, Wei-Bin Yang arXiv_CV arXiv_CV Pose Classification CNN Image_Classification Inference PDF\n2022-01-09 Invariance encoding in sliced-Wasserstein space for image classification with limited training data Mohammad Shifat-E-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde arXiv_CV arXiv_CV Pose Classification CNN Image_Classification PDF\n2022-01-08 A Sneak Attack on Segmentation of Medical Images Using Deep Neural Network Classifiers Shuyue Guan, Murray Loew arXiv_AI arXiv_AI Segmentation Pose Classification Medical CNN Image_Classification Prediction PDF\n2022-01-07 BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2022-01-07 Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou, Rohit Girdha, Armand Joulin, Phillip Krähenbühl, Ishan Misra arXiv_CV arXiv_CV Pose Classification Detection Object_Detection Image_Classification Prediction PDF\n2022-01-07 Negative Evidence Matters in Interpretable Histology Image Classification Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Salient Pose Classification Image_Classification PDF\n2022-01-06 Deep Learning Based Classification System For Recognizing Local Spinach Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain arXiv_CV arXiv_CV Classification Deep_Learning CNN Image_Classification PDF\n2022-01-05 Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention Haotian Yan, Chuang Zhang, Ming Wu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Classification Attention CNN Image_Classification PDF\n2022-01-05 Synthesizing Tensor Transformations for Visual Self-attention Xian Wei, Xihao Wang, Hai Lan, JiaMing Lei, Yanhui Huang, Hui Yu, Jian Yang arXiv_CV arXiv_CV Image_Caption Pose Classification Relation Attention Caption Image_Classification PDF\n2022-01-04 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Yongchun Zhu, Fuzhen Zhuang, Deqing Wang arXiv_AI arXiv_AI Unsupervised Pose Classification Deep_Learning Image_Classification PDF\n2022-01-04 Multi-Representation Adaptation Network for Cross-domain Image Classification Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Jingwu Chen, Zhiping Shi, Wenjuan Wu, Qing He arXiv_AI arXiv_AI Pose Classification Image_Classification PDF\n2022-01-04 Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu arXiv_CV arXiv_CV 3D Pose Classification Attention CNN Image_Classification PDF\n2022-01-04 AI visualization in Nanoscale Microscopy Rajagopal A (1), Nirmala V (2), Andrew J (3), Arun Muthuraj Vedamanickam. ((1) Indian Institute of Technology Madras, (2) Queen Marys College, (3) Karunya Institute of Technology and Sciences. India) arXiv_AI arXiv_AI Classification Deep_Learning CNN Image_Classification PDF\n2022-01-03 Gaussian-Hermite Moment Invariants of General Vector Functions to Rotation-Affine Transform Hanlin Mo, Hua Li, Guoying Zhao arXiv_CV arXiv_CV 3D Pose Action Classification Detection Image_Classification Matching PDF\n2022-01-03 An analysis of over-sampling labeled data in semi-supervised learning with FixMatch Miquel Martí i Rabadán, Sebastian Bujwid, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki arXiv_CV arXiv_CV Classification Image_Classification PDF\n2022-01-03 Vision Transformer with Deformable Attention Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang arXiv_CV arXiv_CV Transformer Sparse Pose Classification Relation Attention Image_Classification Prediction PDF\n2022-01-02 Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images Junfei Shi, Haiyan Jin arXiv_CV arXiv_CV Represenation_Learning Regularization Pose Classification Relation 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Wei, Yutong Lin, Yue Cao, Han Hu, Xiang Bai arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Recognition Zero-Shot Classification Detection Object_Detection Image_Classification Language_Model PDF\n2021-12-29 Two-phase training mitigates class imbalance for camera trap image classification with CNNs Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens arXiv_CV arXiv_CV Classification Deep_Learning Image_Classification PDF\n2021-12-29 Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge Kartikeya Bhardwaj, Dibakar Gope, James Ward, Paul Whatmough, Danny Loh arXiv_CV arXiv_CV Super_Resolution Review Adversarial Classification Image_Classification Autonomous PDF\n2021-12-27 SPViT: Enabling Faster Vision Transformers via Soft Token Pruning Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Bin Ren, Minghai Qin, Hao Tang, Yanzhi Wang arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Classification PDF\n2021-12-27 A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision Ajinkya Tejankar, Ajinkya Tejankar, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz arXiv_CV arXiv_CV Image_Caption Recognition Zero-Shot Classification Caption Image_Classification PDF\n2021-12-27 An Empirical Study of Adder Neural Networks for Object Detection Xinghao Chen, Chang Xu, Minjing Dong, Chunjing Xu, Yunhe Wang arXiv_CV arXiv_CV Face_Detection Sparse Pose Face Classification Detection Object_Detection CNN Image_Classification Autonomous PDF\n2021-12-27 PRIME: A Few Primitives Can Boost Robustness to Common Corruptions Apostolos Modas, Rahul Rade, Guillermo Ortiz-Jiménez, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard arXiv_CV arXiv_CV Pose Classification Image_Classification PDF\n2021-12-27 ViR:the Vision Reservoir Bin Wang, Jiehuang Shi, Xian Wei arXiv_CV arXiv_CV Transformer Pose Classification Image_Classification PDF\n2021-12-27 Vision Transformer 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Jiang, Zirui Wang, Qi Dou arXiv_AI arXiv_AI Segmentation Optimization Pose Classification Medical Image_Classification PDF\n2021-12-20 Learning with Label Noise for Image Retrieval by Selecting Interactions Sarah Ibrahimi, Arnaud Sors, Rafael Sampaio de Rezende, Stéphane Clinchant arXiv_CV arXiv_CV Image_Retrieval Pose Action Classification Image_Classification PDF\n2021-12-19 Denoised Labels for Financial Time-Series Data via Self-Supervised Learning Yanqing Ma, Carmine Ventre, Maria Polukarov arXiv_CV arXiv_CV Self-Supervised Pose Classification Denoising GAN Image_Classification Prediction PDF\n2021-12-17 A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou arXiv_CV arXiv_CV Transformer Segmentation Pose Classification Detection Object_Detection CNN Image_Classification Prediction PDF\n2021-12-17 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Xia, Qi Wu arXiv_CV arXiv_CV Transformer Segmentation Embedding 3D Self-Supervised Pose Classification Medical Image_Classification PDF\n2021-12-17 Towards End-to-End Image Compression and Analysis with Transformers Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao arXiv_CV arXiv_CV Transformer Reconstruction Embedding Optimization Pose Classification Attention Image_Compression CNN Image_Classification PDF\n2021-12-16 How to augment your ViTs? 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Vartanyants arXiv_CV arXiv_CV Reconstruction 3D Pose Action Classification CNN Image_Classification PDF\n2021-12-16 Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Shiran Zada, Itay Benou, Michal Irani arXiv_CV arXiv_CV Recognition Adversarial Pose Classification Image_Classification PDF\n2021-12-16 Learning to Prompt for Continual Learning Zifeng Wang, Zizhao Zhang, Chen-Yu Lee, Han Zhang, Ruoxi Sun, Xiaoqi Ren, Guolong Su, Vincent Perot, Jennifer Dy, Tomas Pfister arXiv_CV arXiv_CV Knowledge Pose Classification Image_Classification Prediction PDF\n2021-12-16 Learning Interpretable Models Through Multi-Objective Neural Architecture Search Zachariah Carmichael, Tim Moon, Sam Ade Jacobs arXiv_AI arXiv_AI NAS Optimization Pose Classification Deep_Learning Image_Classification PDF\n2021-12-16 Use Image Clustering to Facilitate Technology Assisted Review Haozhen Zhao, Fusheng Wei, Hilary Quatinetz, Han Qin, Adam Dabrowski arXiv_CV arXiv_CV Review Classification Detection Object_Detection Image_Classification PDF\n2021-12-15 Towards General and Efficient Active Learning Yichen Xie, Masayoshi Tomizuka, Wei Zhan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Knowledge Pose Classification Detection Object_Detection Image_Classification Inference PDF\n2021-12-14 AdaViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV Transformer Regularization Pose Classification Image_Classification Inference PDF\n2021-12-14 An Interpretive Constrained Linear Model for ResNet and MgNet Juncai He, Jinchao Xu, Lian Zhang, Jianqing Zhu arXiv_AI arXiv_AI Pose Classification CNN Image_Classification PDF\n2021-12-14 Exploring Category-correlated Feature for Few-shot Image Classification Jing Xu, Xinglin Pan, Xu Luo, Wenjie Pei, Zenglin Xu arXiv_CV arXiv_CV Reconstruction Knowledge Pose Classification Relation Few-Shot Image_Classification Matching PDF\n2021-12-14 EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation Peng Zhao, Chen Li, Md Mamunur Rahaman, Hao Xu, Pingli Ma, Hechen Yang, Hongzan Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek arXiv_CV arXiv_CV Segmentation Action Classification Detection Object_Detection Denoising GAN Image_Classification PDF\n2021-12-14 Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm Meng Zhou arXiv_CV arXiv_CV Optimization Pose Classification Deep_Learning CNN Image_Classification PDF\n2021-12-14 Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text Qing Li, Boqing Gong, Yin Cui, Dan Kondratyuk, Xianzhi Du, Ming-Hsuan Yang, Matthew Brown arXiv_CV arXiv_CV Transformer Bert Knowledge Pose Classification Image_Classification PDF\n2021-12-13 Simple and Robust Loss Design for Multi-Label Learning with Missing Labels Youcai Zhang, Yuhao Cheng, Xinyu Huang, Fei Wen, Rui Feng, Yaqian Li, Yandong Guo arXiv_AI arXiv_AI Pose Classification Image_Classification PDF\n2021-12-10 A Discriminative Channel Diversification Network for Image Classification Krushi Patel, Guanghui Wang arXiv_CV arXiv_CV Pose Classification Relation Attention CNN Image_Classification PDF\n2021-12-10 Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions Yichao Liu, Zongru Shao, Nico Hoffmann arXiv_CV arXiv_CV 3D Pose Action Classification Attention CNN Image_Classification PDF\n2021-12-10 Visual Transformers with Primal Object Queries for Multi-Label Image Classification Vacit Oguz Yazici, Joost van de Weijer, Longlong Yu arXiv_CV arXiv_CV Transformer Pose Classification Detection Object_Detection Attention Image_Classification Prediction PDF\n2021-12-10 Couplformer:Rethinking Vision Transformer with Coupling Attention Map Hai Lan, Xihao Wang, Xian Wei arXiv_CV arXiv_CV Transformer Pose Classification Attention Image_Classification PDF\n2021-12-10 Tradeoffs Between Contrastive and Supervised Learning: An Empirical Study Ananya Karthik, Mike Wu, Noah Goodman, Alex Tamkin arXiv_CV arXiv_CV Contrastive_Learning Action Classification Relation Image_Classification PDF\n2021-12-09 Locally Shifted Attention With Early Global Integration Shelly Sheynin, Sagie Benaim, Adam Polyak, Lior Wolf arXiv_AI arXiv_AI Transformer Pose Action Classification Attention CNN Image_Classification PDF\n2021-12-09 PE-former: Pose Estimation Transformer Paschalis Panteleris, Antonis Argyros arXiv_CV arXiv_CV Transformer Pose_Estimation Pose Action Classification CNN Image_Classification PDF\n2021-12-09 Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-guided Feature Imitation Gang Li, Xiang Li, Yujie Wang, Shanshan Zhang, Yichao Wu, Ding Liang arXiv_CV arXiv_CV Knowledge Pose Classification Detection Object_Detection Image_Classification Prediction PDF\n2021-12-09 Obtaining Calibrated Probabilities with Personalized Ranking Models Wonbin Kweon, SeongKu Kang, Hwanjo Yu arXiv_AI arXiv_AI Pose Action Classification Image_Classification Recommendation PDF\n2021-12-09 Amicable Aid: Turning Adversarial Attack to Benefit Classification Juyeop Kim, Jun-Ho Choi, Soobeom Jang, Jong-Seok Lee arXiv_CV arXiv_CV Adversarial Pose Classification Image_Classification PDF\n2021-12-07 Few-Shot Image Classification Along Sparse Graphs Joseph F Comer, Philip L Jacobson, Heiko Hoffmann arXiv_CV arXiv_CV Reconstruction Sparse Pose Classification Relation Few-Shot Image_Classification PDF\n2021-12-07 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Knowledge Pose Classification Detection Object_Detection Image_Classification PDF\n2021-12-06 Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models Roozbeh Yousefzadeh, Jessica A. Mollick arXiv_AI arXiv_AI Pose Classification Deep_Learning Detection Image_Classification PDF\n2021-12-06 Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Gabriela Csurka, Riccardo Volpi, Boris Chidlovskii arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Survey Classification Image_Classification PDF\n2021-12-06 Scaling Up Influence Functions Andrea Schioppa, Polina Zablotskaia, David Vilar, Artem Sokolov arXiv_CV arXiv_CV Transformer Tracking Knowledge Pose Classification Image_Classification Prediction PDF\n2021-12-06 Interpretable Image Classification with Differentiable Prototypes Assignment Dawid Rymarczyk, Łukasz Struski, Michał Górszczak, Koryna Lewandowska, Jacek Tabor, Bartosz Zieliński arXiv_CV arXiv_CV Classification Image_Classification PDF\n2021-12-06 Joint Learning of Localized Representations from Medical Images and Reports Philip Müller (1), Georgios Kaissis (1 and 2), Congyu Zou (1), Daniel Rückert (1 and 2) ((1) Technical University of Munich, (2) Imperial College London) arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Knowledge Pose Contrastive_Learning Classification Detection Object_Detection Medical Image_Classification PDF\n2021-12-06 SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation Shiqi Lin, Zhizheng Zhang, Xin Li, Wenjun Zeng, Zhibo Chen arXiv_CV arXiv_CV Recognition Reinforcement_Learning Optimization Pose Classification Image_Classification PDF\n2021-12-05 Hard Sample Aware Noise Robust Learning for Histopathology Image Classification Chuang Zhu, Wenkai Chen, Ting Peng, Ying Wang, Mulan Jin arXiv_AI arXiv_AI Pose Classification Deep_Learning Detection Image_Classification PDF\n2021-12-04 Ablation study of self-supervised learning for image classification Ilias Papastratis arXiv_CV arXiv_CV Transformer Recognition Self-Supervised Classification CNN Image_Classification PDF\n2021-12-03 Novel Class Discovery in Semantic Segmentation Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Salient Knowledge Self-Supervised Pose Classification Image_Classification PDF\n2021-12-03 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu arXiv_AI arXiv_AI Transfer_Learning Review Survey Classification Deep_Learning Few-Shot Image_Classification PDF\n2021-12-03 Make A Long Image Short: Adaptive Token Length for Vision Transformers Yichen Zhu, Yuqin Zhu, Jie Du, Yi Wang, Zhicai Ou, Feifei Feng, Jian Tang arXiv_CV arXiv_CV Transformer Recognition Pose Action_Recognition Action Classification Image_Classification Inference Prediction PDF\n2021-12-02 Probabilistic Tracking with Deep Factors Fan Jiang, Andrew Marmon, Ildebrando De Courten, Marc Rasi, Frank Dellaert arXiv_CV arXiv_CV Transformer Tracking 3D Knowledge Pose Classification Image_Classification PDF\n2021-12-02 Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness? Peter Lorenz, Dominik Strassel, Margret Keuper, Janis Keuper arXiv_CV arXiv_CV Adversarial Classification Detection Image_Classification PDF\n2021-12-02 A Fast Knowledge Distillation Framework for Visual Recognition Zhiqiang Shen, Eric Xing arXiv_AI arXiv_AI Recognition Represenation_Learning Knowledge Self-Supervised Pose Classification Image_Classification PDF\n2021-12-02 FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao arXiv_AI arXiv_AI Segmentation Pose Classification Detection Attention Medical Image_Classification Prediction PDF\n2021-12-02 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention Kun Yan, Chenbin Zhang, Jun Hou, Ping Wang, Zied Bouraoui, Shoaib Jameel, Steven Schockaert arXiv_CV arXiv_CV Embedding Knowledge Pose Classification Few-Shot Attention Image_Classification PDF\n2021-12-02 Vision Pair Learning: An Efficient Training Framework for Image Classification Bei Tong, Xiaoyuan Yu arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Classification Attention Image_Classification PDF\n2021-12-01 DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajić arXiv_CV arXiv_CV Classification Image_Classification Inference PDF\n2021-12-01 Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles Hao Hao Tan arXiv_SD arXiv_SD Recognition Emotion Classification Image_Classification PDF\n2021-12-01 CondenseNeXt: An Ultra-Efficient Deep Neural Network for Embedded Systems Priyank Kalgaonkar, Mohamed El-Sharkawy arXiv_CV arXiv_CV Pose Classification CNN Image_Classification Inference PDF\n2021-12-01 Revisiting the Transferability of Supervised Pretraining: an MLP Perspective Yizhou Wang, Shixiang Tang, Feng Zhu, Lei Bai, Rui Zhao, Donglian Qi, Wanli Ouyang arXiv_CV arXiv_CV Unsupervised Classification Detection Object_Detection Image_Classification PDF\n2021-12-01 Shallow Network Based on Depthwise Over-Parameterized Convolution for Hyperspectral Image Classification Hongmin Gao, Member, IEEE, Zhonghao Chen, Student Member, IEEE, Chenming Li arXiv_CV arXiv_CV Pose Action Classification CNN Image_Classification PDF\n2021-11-30 ATS: Adaptive Token Sampling For Efficient Vision Transformers Mohsen Fayyaz, Soroush Abbasi Kouhpayegani, Farnoush Rezaei Jafari, Eric Sommerlade, Hamid Reza Vaezi Joze, Hamed Pirsiavash, Juergen Gall arXiv_CV arXiv_CV Transformer Pose Classification Image_Classification PDF\n2021-11-30 Human Imperceptible Attacks and Applications to Improve Fairness Xinru Hua, Huanzhong Xu, Jose Blanchet, Viet Nguyen arXiv_CV arXiv_CV Optimization Classification Image_Classification PDF\n2021-11-30 The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Pose Classification Image_Classification Prediction PDF\n2021-11-30 Sound-Guided Semantic Image Manipulation Seung Hyun Lee, Wonseok Roh, Wonmin Byeon, Sang Ho Yoon, Chan Young Kim, Jinkyu Kim, Sangpil Kim arXiv_CV arXiv_CV Embedding Zero-Shot Optimization Pose Emotion Quantitative Classification Image_Classification PDF\n2021-11-30 MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Classification Image_Classification PDF\n2021-11-30 Deep Models for Visual Sentiment Analysis of Disaster-related Multimedia Content Khubaib Ahmad, Muhammad Asif Ayub, Kashif Ahmad, Ala Al-Fuqaha, Nasir Ahmad arXiv_CV arXiv_CV Pose Emotion Classification Sentiment Image_Classification PDF\n2021-11-29 Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes Jon Donnelly, Alina Jade Barnett, Chaofan Chen arXiv_AI arXiv_AI Pose Classification Image_Classification Prediction PDF\n2021-11-29 Weakly-supervised Generative Adversarial Networks for medical image classification Jiawei Mao, Xuesong Yin, Yuanqi Chang, Qi Huang, Daoqiang Zhang, Jieyue Yu, Yigang Wang arXiv_CV arXiv_CV Adversarial Pose Contrastive_Learning Classification Attention GAN Medical Image_Classification PDF\n2021-11-29 On the Effectiveness of Neural Ensembles for Image Classification with Small Datasets Lorenzo Brigato, Luca Iocchi arXiv_CV arXiv_CV Classification Image_Classification PDF\n2021-11-29 BuildFormer: Automatic building extraction with vision transformer Libo Wang, Yuechi Yang, Rui Li arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Pose Action Classification Deep_Learning Detection Object_Detection CNN Image_Classification PDF\n2021-11-29 Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu arXiv_CV arXiv_CV Segmentation