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Collections including paper arxiv:2404.19756

Paper and resources for Classical ML

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111
The Platonic Representation Hypothesis

Paper • 2405.07987 • Published May 13, 2024 • 2
The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning

Paper • 2304.05366 • Published Apr 11, 2023 • 1
Explaining NonLinear Classification Decisions with Deep Taylor Decomposition

Paper • 1512.02479 • Published Dec 8, 2015 • 1

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

Video Production

Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation

Paper • 2403.13745 • Published Mar 20, 2024 • 11
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Paper • 2405.01434 • Published May 2, 2024 • 55
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31, 2024 • 66
Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19, 2024 • 153
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111
Trusted Machine Learning Models Unlock Private Inference for Problems Currently Infeasible with Cryptography

Paper • 2501.08970 • Published Jan 15 • 6

Fundational - Deep Learning

Just How Flexible are Neural Networks in Practice?

Paper • 2406.11463 • Published Jun 17, 2024 • 7
Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23, 2024 • 41
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111
An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8, 2024 • 28

mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Paper • 2406.11839 • Published Jun 17, 2024 • 38
Pandora: Towards General World Model with Natural Language Actions and Video States

Paper • 2406.09455 • Published Jun 12, 2024 • 15
WPO: Enhancing RLHF with Weighted Preference Optimization

Paper • 2406.11827 • Published Jun 17, 2024 • 15
In-Context Editing: Learning Knowledge from Self-Induced Distributions

Paper • 2406.11194 • Published Jun 17, 2024 • 15

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30, 2024 • 111

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