RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Yi, Cao, Jiawang, Wu, Yongliang, Li, Bozheng, Tang, Licheng, Ji, Yangguang, Wu, Chong, Wu, Jay, Zhu, Wenbo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OpusAnimation: Code-Based Dynamic Chart Generation
by: Li, Bozheng, et al.
Published: (2025)
by: Li, Bozheng, et al.
Published: (2025)
VEU-Bench: Towards Comprehensive Understanding of Video Editing
by: Li, Bozheng, et al.
Published: (2025)
by: Li, Bozheng, et al.
Published: (2025)
Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark
by: Wu, Yongliang, et al.
Published: (2024)
by: Wu, Yongliang, et al.
Published: (2024)
Zero-Shot Long-Form Video Understanding through Screenplay
by: Wu, Yongliang, et al.
Published: (2024)
by: Wu, Yongliang, et al.
Published: (2024)
Reframe Anything: LLM Agent for Open World Video Reframing
by: Cao, Jiawang, et al.
Published: (2024)
by: Cao, Jiawang, et al.
Published: (2024)
Watch Wider and Think Deeper: Collaborative Cross-modal Chain-of-Thought for Complex Visual Reasoning
by: Lu, Wenting, et al.
Published: (2026)
by: Lu, Wenting, et al.
Published: (2026)
Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning
by: Ji, Binbin, et al.
Published: (2025)
by: Ji, Binbin, et al.
Published: (2025)
Adaptive Dense Evidence Refinement for Video Relational Reasoning for VRR-QA Challenge
by: Sun, Yuyang, et al.
Published: (2026)
by: Sun, Yuyang, et al.
Published: (2026)
Temporal Evidence Routing with Structured Visual Evidence for TimeLogicQA
by: Sun, Yuyang, et al.
Published: (2026)
by: Sun, Yuyang, et al.
Published: (2026)
Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns
by: Zhang, Yufeng, et al.
Published: (2024)
by: Zhang, Yufeng, et al.
Published: (2024)
LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning
by: Wu, Linquan, et al.
Published: (2026)
by: Wu, Linquan, et al.
Published: (2026)
PathCoT: Chain-of-Thought Prompting for Zero-shot Pathology Visual Reasoning
by: Zhou, Junjie, et al.
Published: (2025)
by: Zhou, Junjie, et al.
Published: (2025)
CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning
by: Zhu, Wenqiao, et al.
Published: (2025)
by: Zhu, Wenqiao, et al.
Published: (2025)
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization
by: Zhao, Kesen, et al.
Published: (2025)
by: Zhao, Kesen, et al.
Published: (2025)
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025)
by: Zhu, Zihao, et al.
Published: (2025)
Chain-of-Thought Reasoning Without Prompting
by: Wang, Xuezhi, et al.
Published: (2024)
by: Wang, Xuezhi, et al.
Published: (2024)
CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning
by: Chen, Shuxu, et al.
Published: (2026)
by: Chen, Shuxu, et al.
Published: (2026)
THINK-Bench: Evaluating Thinking Efficiency and Chain-of-Thought Quality of Large Reasoning Models
by: Li, Zhiyuan, et al.
Published: (2025)
by: Li, Zhiyuan, et al.
Published: (2025)
X-Prompt: Multi-modal Visual Prompt for Video Object Segmentation
by: Guo, Pinxue, et al.
Published: (2024)
by: Guo, Pinxue, et al.
Published: (2024)
HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering
by: Jia, Runsong, et al.
Published: (2025)
by: Jia, Runsong, et al.
Published: (2025)
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models
by: Liu, Bingshuai, et al.
Published: (2023)
by: Liu, Bingshuai, et al.
Published: (2023)
EmbodiedVSR: Dynamic Scene Graph-Guided Chain-of-Thought Reasoning for Visual Spatial Tasks
by: Zhang, Yi, et al.
Published: (2025)
by: Zhang, Yi, et al.
Published: (2025)
Efficient Reasoning via Thought-Training and Thought-Free Inference
by: Wu, Canhui, et al.
Published: (2025)
by: Wu, Canhui, et al.
Published: (2025)
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
by: Wu, Yexin, et al.
Published: (2024)
by: Wu, Yexin, et al.
Published: (2024)
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models
by: Zhao, Qingqing, et al.
Published: (2025)
by: Zhao, Qingqing, et al.
Published: (2025)
Short Chains, Deep Thoughts: Balancing Reasoning Efficiency and Intra-Segment Capability via Split-Merge Optimization
by: Gui, Runquan, et al.
Published: (2026)
by: Gui, Runquan, et al.
Published: (2026)
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
by: Wang, Yifan, et al.
Published: (2026)
by: Wang, Yifan, et al.
Published: (2026)
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought
by: Huo, Yu, et al.
Published: (2026)
by: Huo, Yu, et al.
Published: (2026)
RGBX-R1: Visual Modality Chain-of-Thought Guided Reinforcement Learning for Multimodal Grounding
by: Wu, Jiahe, et al.
Published: (2026)
by: Wu, Jiahe, et al.
Published: (2026)
Latent Chain-of-Thought for Visual Reasoning
by: Sun, Guohao, et al.
Published: (2025)
by: Sun, Guohao, et al.
Published: (2025)
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
by: He, Hulingxiao, et al.
Published: (2026)
by: He, Hulingxiao, et al.
Published: (2026)
RCoT-Seg: Reinforced Chain-of-Thought for Video Reasoning and Segmentation
by: Wen, Junwei, et al.
Published: (2026)
by: Wen, Junwei, et al.
Published: (2026)
Mixture-of-Prompt-Experts for Multi-modal Semantic Understanding
by: Wu, Zichen, et al.
Published: (2024)
by: Wu, Zichen, et al.
Published: (2024)
Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning
by: Chen, Zijun, et al.
Published: (2025)
by: Chen, Zijun, et al.
Published: (2025)
Efficient Reasoning via Thought Compression for Language Segmentation
by: Zhou, Qing, et al.
Published: (2026)
by: Zhou, Qing, et al.
Published: (2026)
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts
by: Kao, Shiu-hong, et al.
Published: (2025)
by: Kao, Shiu-hong, et al.
Published: (2025)
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
by: Kao, Shiu-hong, et al.
Published: (2025)
by: Kao, Shiu-hong, et al.
Published: (2025)
Efficient Reasoning via Chain of Unconscious Thought
by: Gong, Ruihan, et al.
Published: (2025)
by: Gong, Ruihan, et al.
Published: (2025)
Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning
by: Liu, Mushui, et al.
Published: (2024)
by: Liu, Mushui, et al.
Published: (2024)
Rationale-Enhanced Decoding for Multi-modal Chain-of-Thought
by: Yamaguchi, Shin'ya, et al.
Published: (2025)
by: Yamaguchi, Shin'ya, et al.
Published: (2025)
Similar Items
-
OpusAnimation: Code-Based Dynamic Chart Generation
by: Li, Bozheng, et al.
Published: (2025) -
VEU-Bench: Towards Comprehensive Understanding of Video Editing
by: Li, Bozheng, et al.
Published: (2025) -
Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark
by: Wu, Yongliang, et al.
Published: (2024) -
Zero-Shot Long-Form Video Understanding through Screenplay
by: Wu, Yongliang, et al.
Published: (2024) -
Reframe Anything: LLM Agent for Open World Video Reframing
by: Cao, Jiawang, et al.
Published: (2024)