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Collections including paper arxiv:2507.01949

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published Jul 2 • 69
MOSPA: Human Motion Generation Driven by Spatial Audio

Paper • 2507.11949 • Published Jul 16 • 24
Sound and Complete Neuro-symbolic Reasoning with LLM-Grounded Interpretations

Paper • 2507.09751 • Published Jul 13 • 1
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Paper • 2507.07982 • Published Jul 10 • 33

Video Generation

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Video World Models with Long-term Spatial Memory

Paper • 2506.05284 • Published Jun 5 • 55
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance

Paper • 2504.01724 • Published Apr 2 • 68
Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Paper • 2503.12605 • Published Mar 16 • 35
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Paper • 2503.12937 • Published Mar 17 • 30
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection

Paper • 2503.12271 • Published Mar 15 • 9
Video-T1: Test-Time Scaling for Video Generation

Paper • 2503.18942 • Published Mar 24 • 90

Reasoning Models

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published Jan 30 • 61
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published Feb 11 • 40
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 152
S*: Test Time Scaling for Code Generation

Paper • 2502.14382 • Published Feb 20 • 63

VideoITG: Multimodal Video Understanding with Instructed Temporal Grounding

Paper • 2507.13353 • Published Jul 17 • 1
Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New Benchmarks

Paper • 2507.11336 • Published Jul 15 • 5
Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers

Paper • 1906.02792 • Published Jun 6, 2019

Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Paper • 2503.14734 • Published Mar 18 • 5
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Paper • 2401.02117 • Published Jan 4, 2024 • 33
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2 • 143
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19 • 88

Multimodal Reasoning

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

Paper • 2502.11573 • Published Feb 17 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4 • 22
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

Image-Video MultiModal Understanding

Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization

Paper • 2501.01245 • Published Jan 2 • 5
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM

Paper • 2501.00599 • Published Dec 31, 2024 • 47
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks

Paper • 2501.08326 • Published Jan 14 • 33

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 23
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 85
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 151
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

VideoITG: Multimodal Video Understanding with Instructed Temporal Grounding

Paper • 2507.13353 • Published Jul 17 • 1
Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New Benchmarks

Paper • 2507.11336 • Published Jul 15 • 5
Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers

Paper • 1906.02792 • Published Jun 6, 2019

Energy-Based Transformers are Scalable Learners and Thinkers

Paper • 2507.02092 • Published Jul 2 • 69
MOSPA: Human Motion Generation Driven by Spatial Audio

Paper • 2507.11949 • Published Jul 16 • 24
Sound and Complete Neuro-symbolic Reasoning with LLM-Grounded Interpretations

Paper • 2507.09751 • Published Jul 13 • 1
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Paper • 2507.07982 • Published Jul 10 • 33

Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131

Video Generation

Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Video World Models with Long-term Spatial Memory

Paper • 2506.05284 • Published Jun 5 • 55
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance

Paper • 2504.01724 • Published Apr 2 • 68
Kwai Keye-VL Technical Report

Paper • 2507.01949 • Published Jul 2 • 131

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Paper • 2503.14734 • Published Mar 18 • 5
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Paper • 2401.02117 • Published Jan 4, 2024 • 33
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2 • 143
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding

Paper • 2506.16035 • Published Jun 19 • 88

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Paper • 2503.12605 • Published Mar 16 • 35
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Paper • 2503.12937 • Published Mar 17 • 30
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection

Paper • 2503.12271 • Published Mar 15 • 9
Video-T1: Test-Time Scaling for Video Generation

Paper • 2503.18942 • Published Mar 24 • 90

Multimodal Reasoning

InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning

Paper • 2502.11573 • Published Feb 17 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4 • 22
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

Reasoning Models

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published Jan 30 • 61
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!

Paper • 2502.07374 • Published Feb 11 • 40
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 152
S*: Test Time Scaling for Code Generation

Paper • 2502.14382 • Published Feb 20 • 63

Image-Video MultiModal Understanding

Apollo: An Exploration of Video Understanding in Large Multimodal Models

Paper • 2412.10360 • Published Dec 13, 2024 • 147
SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization

Paper • 2501.01245 • Published Jan 2 • 5
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM

Paper • 2501.00599 • Published Dec 31, 2024 • 47
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks

Paper • 2501.08326 • Published Jan 14 • 33

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