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Collections including paper arxiv:2401.09417

Mamba based models

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61
VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18, 2024 • 40
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis

Paper • 2405.14224 • Published May 23, 2024 • 16
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 143

Zamba: A Compact 7B SSM Hybrid Model

Paper • 2405.16712 • Published May 26, 2024 • 24
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61

StableSSM: Alleviating the Curse of Memory in State-space Models through Stable Reparameterization

Paper • 2311.14495 • Published Nov 24, 2023 • 1
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

Paper • 2401.13560 • Published Jan 24, 2024 • 1
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces

Paper • 2402.00789 • Published Feb 1, 2024 • 2

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61

StateSpaceModels

ZigMa: Zigzag Mamba Diffusion Model

Paper • 2403.13802 • Published Mar 20, 2024 • 18
Jamba: A Hybrid Transformer-Mamba Language Model

Paper • 2403.19887 • Published Mar 28, 2024 • 108
VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18, 2024 • 40
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61

InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions

Paper • 2401.13313 • Published Jan 24, 2024 • 5
BAAI/Bunny-v1_0-4B

Text Generation • Updated Jun 24, 2024 • 62 • 9
What matters when building vision-language models?

Paper • 2405.02246 • Published May 3, 2024 • 102
Jina CLIP: Your CLIP Model Is Also Your Text Retriever

Paper • 2405.20204 • Published May 30, 2024 • 35

Collection of State Space Model and Mamba

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 143
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61
Vivim: a Video Vision Mamba for Medical Video Object Segmentation

Paper • 2401.14168 • Published Jan 25, 2024 • 2
HiPPO: Recurrent Memory with Optimal Polynomial Projections

Paper • 2008.07669 • Published Aug 17, 2020 • 1

Mambas and LLM-AltArch

Graph Mamba: Towards Learning on Graphs with State Space Models

Paper • 2402.08678 • Published Feb 13, 2024 • 17
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks

Paper • 2402.04248 • Published Feb 6, 2024 • 32
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 56
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17, 2024 • 61

MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24, 2024 • 56
Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 143
MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8, 2024 • 71
hustvl/Vim-tiny

Updated Jan 18, 2024 • 21

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