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Collections including paper arxiv:2505.11049

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

Paper • 2505.09568 • Published May 14, 2025 • 99
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20, 2025 • 134

Multimodal Reasoning

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

Paper • 2502.11573 • Published Feb 17, 2025 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4, 2025 • 23
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17, 2025 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

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, 2025 • 110
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 • 107

GuardReasoner-VL

A reasoning-based VLM guard model

yueliu1999/GuardReasoner-VL-7B

Image-Text-to-Text • 8B • Updated Jul 25, 2025 • 504 • 4
yueliu1999/GuardReasoner-VL-3B

Text Classification • 4B • Updated Jun 9, 2025 • 126 • 1
yueliu1999/GuardReasoner-VL-Eco-7B

Image-Text-to-Text • 8B • Updated Jun 9, 2025 • 15 • 2
yueliu1999/GuardReasoner-VL-Eco-3B

Image-Text-to-Text • 4B • Updated Jun 10, 2025 • 15 • 1

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30, 2025 • 88
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Paper • 2412.19512 • Published Dec 27, 2024 • 9
Course-Correction: Safety Alignment Using Synthetic Preferences

Paper • 2407.16637 • Published Jul 23, 2024 • 26
Refusal in Language Models Is Mediated by a Single Direction

Paper • 2406.11717 • Published Jun 17, 2024 • 9

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

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
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, 2025 • 99
Qwen3 Technical Report

Paper • 2505.09388 • Published May 14, 2025 • 339
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 61
Emerging Properties in Unified Multimodal Pretraining

Paper • 2505.14683 • Published May 20, 2025 • 134

GuardReasoner-VL

A reasoning-based VLM guard model

yueliu1999/GuardReasoner-VL-7B

Image-Text-to-Text • 8B • Updated Jul 25, 2025 • 504 • 4
yueliu1999/GuardReasoner-VL-3B

Text Classification • 4B • Updated Jun 9, 2025 • 126 • 1
yueliu1999/GuardReasoner-VL-Eco-7B

Image-Text-to-Text • 8B • Updated Jun 9, 2025 • 15 • 2
yueliu1999/GuardReasoner-VL-Eco-3B

Image-Text-to-Text • 4B • Updated Jun 10, 2025 • 15 • 1

Multimodal Reasoning

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

Paper • 2502.11573 • Published Feb 17, 2025 • 9
Boosting Multimodal Reasoning with MCTS-Automated Structured Thinking

Paper • 2502.02339 • Published Feb 4, 2025 • 23
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model

Paper • 2502.11775 • Published Feb 17, 2025 • 9
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 39

GuardReasoner: Towards Reasoning-based LLM Safeguards

Paper • 2501.18492 • Published Jan 30, 2025 • 88
Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Paper • 2412.19512 • Published Dec 27, 2024 • 9
Course-Correction: Safety Alignment Using Synthetic Preferences

Paper • 2407.16637 • Published Jul 23, 2024 • 26
Refusal in Language Models Is Mediated by a Single Direction

Paper • 2406.11717 • Published Jun 17, 2024 • 9

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, 2025 • 110
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 • 107

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

Paper • 2402.04252 • Published Feb 6, 2024 • 30
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
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

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