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Collections including paper arxiv:2507.15597

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2 • 38
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Paper • 2507.04447 • Published Jul 6 • 44
A Survey on Vision-Language-Action Models for Autonomous Driving

Paper • 2506.24044 • Published Jun 30 • 14
EmbRACE-3K: Embodied Reasoning and Action in Complex Environments

Paper • 2507.10548 • Published Jul 14 • 36

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 249 • 96
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

VLMs - Robotics

manycore-research/SpatialLM-Llama-1B

Text Generation • 1B • Updated Mar 21 • 237 • 985
llava-hf/llava-v1.6-34b-hf

Image-Text-to-Text • 35B • Updated Jan 27 • 2.45k • 89
maitrix-org/Pandora

Updated Jun 18, 2024 • 61
HuggingFaceTB/SmolVLM2-2.2B-Instruct

Image-Text-to-Text • 2B • Updated Apr 8 • 141k • 274

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17 • 75
Being-H0: Vision-Language-Action Pretraining from Large-Scale Human Videos

Paper • 2507.15597 • Published Jul 21 • 33

Vision Language Models for Robotics

Unified Vision-Language-Action Model

Paper • 2506.19850 • Published Jun 24 • 27
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2 • 140
3D-VLA: A 3D Vision-Language-Action Generative World Model

Paper • 2403.09631 • Published Mar 14, 2024 • 10
QUAR-VLA: Vision-Language-Action Model for Quadruped Robots

Paper • 2312.14457 • Published Dec 22, 2023 • 1

Long-Context Autoregressive Video Modeling with Next-Frame Prediction

Paper • 2503.19325 • Published Mar 25 • 73
CoMP: Continual Multimodal Pre-training for Vision Foundation Models

Paper • 2503.18931 • Published Mar 24 • 30
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23 • 59
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction

Paper • 2507.15852 • Published Jul 21 • 38

Research Papers

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Paper • 2502.15425 • Published Feb 21 • 9
EgoLife: Towards Egocentric Life Assistant

Paper • 2503.03803 • Published Mar 5 • 45
Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 84

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17 • 75
Being-H0: Vision-Language-Action Pretraining from Large-Scale Human Videos

Paper • 2507.15597 • Published Jul 21 • 33

A Survey on Vision-Language-Action Models: An Action Tokenization Perspective

Paper • 2507.01925 • Published Jul 2 • 38
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Paper • 2507.04447 • Published Jul 6 • 44
A Survey on Vision-Language-Action Models for Autonomous Driving

Paper • 2506.24044 • Published Jun 30 • 14
EmbRACE-3K: Embodied Reasoning and Action in Complex Environments

Paper • 2507.10548 • Published Jul 14 • 36

Vision Language Models for Robotics

Unified Vision-Language-Action Model

Paper • 2506.19850 • Published Jun 24 • 27
SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Paper • 2506.01844 • Published Jun 2 • 140
3D-VLA: A 3D Vision-Language-Action Generative World Model

Paper • 2403.09631 • Published Mar 14, 2024 • 10
QUAR-VLA: Vision-Language-Action Model for Quadruped Robots

Paper • 2312.14457 • Published Dec 22, 2023 • 1

lusxvr/nanoVLM-222M

Image-Text-to-Text • 0.2B • Updated May 8 • 249 • 96
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Paper • 2503.09516 • Published Mar 12 • 36
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30 • 97
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23 • 88

Long-Context Autoregressive Video Modeling with Next-Frame Prediction

Paper • 2503.19325 • Published Mar 25 • 73
CoMP: Continual Multimodal Pre-training for Vision Foundation Models

Paper • 2503.18931 • Published Mar 24 • 30
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23 • 59
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction

Paper • 2507.15852 • Published Jul 21 • 38

VLMs - Robotics

manycore-research/SpatialLM-Llama-1B

Text Generation • 1B • Updated Mar 21 • 237 • 985
llava-hf/llava-v1.6-34b-hf

Image-Text-to-Text • 35B • Updated Jan 27 • 2.45k • 89
maitrix-org/Pandora

Updated Jun 18, 2024 • 61
HuggingFaceTB/SmolVLM2-2.2B-Instruct

Image-Text-to-Text • 2B • Updated Apr 8 • 141k • 274

Research Papers

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 63
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Paper • 2502.15425 • Published Feb 21 • 9
EgoLife: Towards Egocentric Life Assistant

Paper • 2503.03803 • Published Mar 5 • 45
Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3 • 84

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