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Collections including paper arxiv:2505.11049

Multimodal Reasoning

about 12 hours ago

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

Paper • 2502.11573 • Published Feb 17 • 8
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 • 40

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14 • 96
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14 • 268
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20 • 133

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30 • 88
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Paper • 2412.19512 • Published Dec 27, 2024 • 8
Course-Correction: Safety Alignment Using Synthetic Preferences

Paper • 2407.16637 • Published Jul 23, 2024 • 27
Refusal in Language Models Is Mediated by a Single Direction

Paper • 2406.11717 • Published Jun 17, 2024 • 3

about 18 hours ago

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 13
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

GuardReasoner-VL

A reasoning-based VLM guard model

yueliu1999/GuardReasoner-VL-7B

Image-Text-to-Text • 8B • Updated 7 days ago • 233 • 2
yueliu1999/GuardReasoner-VL-3B

Text Classification • 4B • Updated Jun 9 • 7 • 1
yueliu1999/GuardReasoner-VL-Eco-7B

Image-Text-to-Text • 8B • Updated Jun 9 • 235 • 1
yueliu1999/GuardReasoner-VL-Eco-3B

Image-Text-to-Text • 4B • Updated Jun 10 • 223

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 32
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 27
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 105

Multimodal Reasoning

about 12 hours ago

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

Paper • 2502.11573 • Published Feb 17 • 8
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 • 40

about 18 hours ago

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

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 13
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

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14 • 96
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14 • 268
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20 • 133

GuardReasoner-VL

A reasoning-based VLM guard model

yueliu1999/GuardReasoner-VL-7B

Image-Text-to-Text • 8B • Updated 7 days ago • 233 • 2
yueliu1999/GuardReasoner-VL-3B

Text Classification • 4B • Updated Jun 9 • 7 • 1
yueliu1999/GuardReasoner-VL-Eco-7B

Image-Text-to-Text • 8B • Updated Jun 9 • 235 • 1
yueliu1999/GuardReasoner-VL-Eco-3B

Image-Text-to-Text • 4B • Updated Jun 10 • 223

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30 • 88
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Paper • 2412.19512 • Published Dec 27, 2024 • 8
Course-Correction: Safety Alignment Using Synthetic Preferences

Paper • 2407.16637 • Published Jul 23, 2024 • 27
Refusal in Language Models Is Mediated by a Single Direction

Paper • 2406.11717 • Published Jun 17, 2024 • 3

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 32
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 107
Xmodel-2 Technical Report

Paper • 2412.19638 • Published Dec 27, 2024 • 27
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 105

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