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Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
Paper • 2511.04570 • Published • 208 -
V-Thinker: Interactive Thinking with Images
Paper • 2511.04460 • Published • 96 -
TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning
Paper • 2511.01833 • Published • 15 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81
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Collections including paper arxiv:2510.27492
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Interleaved Reasoning for Large Language Models via Reinforcement Learning
Paper • 2505.19640 • Published • 14 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81 -
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
Paper • 2508.21112 • Published • 77 -
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
Paper • 2509.06283 • Published • 17
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A Survey of Reinforcement Learning for Large Reasoning Models
Paper • 2509.08827 • Published • 189 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81 -
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
Paper • 2511.09611 • Published • 68
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SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Paper • 2407.09413 • Published • 11 -
MAVIS: Mathematical Visual Instruction Tuning
Paper • 2407.08739 • Published • 33 -
Kvasir-VQA: A Text-Image Pair GI Tract Dataset
Paper • 2409.01437 • Published • 71 -
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Paper • 2409.05840 • Published • 49
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MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
Paper • 2510.08540 • Published • 109 -
Diffusion Transformers with Representation Autoencoders
Paper • 2510.11690 • Published • 165 -
Spotlight on Token Perception for Multimodal Reinforcement Learning
Paper • 2510.09285 • Published • 36 -
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
Paper • 2510.17354 • Published • 33
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Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 18 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
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EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
Paper • 2402.04252 • Published • 29 -
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
Paper • 2402.03749 • Published • 14 -
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Paper • 2402.04615 • Published • 44 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper • 2402.05008 • Published • 23
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Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
Paper • 2511.04570 • Published • 208 -
V-Thinker: Interactive Thinking with Images
Paper • 2511.04460 • Published • 96 -
TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning
Paper • 2511.01833 • Published • 15 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81
-
Interleaved Reasoning for Large Language Models via Reinforcement Learning
Paper • 2505.19640 • Published • 14 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81 -
EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control
Paper • 2508.21112 • Published • 77 -
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
Paper • 2509.06283 • Published • 17
-
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
Paper • 2510.08540 • Published • 109 -
Diffusion Transformers with Representation Autoencoders
Paper • 2510.11690 • Published • 165 -
Spotlight on Token Perception for Multimodal Reinforcement Learning
Paper • 2510.09285 • Published • 36 -
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation
Paper • 2510.17354 • Published • 33
-
A Survey of Reinforcement Learning for Large Reasoning Models
Paper • 2509.08827 • Published • 189 -
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
Paper • 2510.27492 • Published • 81 -
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
Paper • 2511.09611 • Published • 68
-
Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations
Paper • 2508.09789 • Published • 5 -
MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
Paper • 2508.13186 • Published • 18 -
ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Paper • 2508.04038 • Published • 1 -
Prompt Orchestration Markup Language
Paper • 2508.13948 • Published • 48
-
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Paper • 2407.09413 • Published • 11 -
MAVIS: Mathematical Visual Instruction Tuning
Paper • 2407.08739 • Published • 33 -
Kvasir-VQA: A Text-Image Pair GI Tract Dataset
Paper • 2409.01437 • Published • 71 -
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
Paper • 2409.05840 • Published • 49
-
EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters
Paper • 2402.04252 • Published • 29 -
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
Paper • 2402.03749 • Published • 14 -
ScreenAI: A Vision-Language Model for UI and Infographics Understanding
Paper • 2402.04615 • Published • 44 -
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss
Paper • 2402.05008 • Published • 23