Saved in:
| Main Authors: | Li, Lin, Chen, Wei, Li, Jiahui, Cheng, Kwang-Ting, Chen, Long |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2504.14642 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought
by: Qiao, Junbo, et al.
Published: (2025)
by: Qiao, Junbo, et al.
Published: (2025)
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
by: Wang, Yibin, et al.
Published: (2025)
by: Wang, Yibin, et al.
Published: (2025)
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
by: Huang, Chao, et al.
Published: (2025)
by: Huang, Chao, et al.
Published: (2025)
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
by: Li, Lin, et al.
Published: (2026)
by: Li, Lin, et al.
Published: (2026)
Chart-R1: Chain-of-Thought Supervision and Reinforcement for Advanced Chart Reasoner
by: Chen, Lei, et al.
Published: (2025)
by: Chen, Lei, et al.
Published: (2025)
Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification
by: Lin, Yi, et al.
Published: (2024)
by: Lin, Yi, et al.
Published: (2024)
Saliency-R1: Incentivizing Unified Saliency Reasoning Capability in MLLM with Confidence-Guided Reinforcement Learning
by: Li, Long, et al.
Published: (2025)
by: Li, Long, et al.
Published: (2025)
Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
by: Cheng, Zihui, et al.
Published: (2025)
by: Cheng, Zihui, et al.
Published: (2025)
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)
Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification
by: Li, Shuhan, et al.
Published: (2024)
by: Li, Shuhan, et al.
Published: (2024)
Spatial Chain-of-Thought: Bridging Understanding and Generation Models for Spatial Reasoning Generation
by: Chen, Wei, et al.
Published: (2026)
by: Chen, Wei, et al.
Published: (2026)
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
by: Liao, Jiaqi, et al.
Published: (2025)
by: Liao, Jiaqi, et al.
Published: (2025)
$AutoDrive\text{-}P^3$: Unified Chain of Perception-Prediction-Planning Thought via Reinforcement Fine-Tuning
by: Ye, Yuqi, et al.
Published: (2026)
by: Ye, Yuqi, 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)
Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection
by: Gu, Yi, et al.
Published: (2024)
by: Gu, Yi, et al.
Published: (2024)
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning
by: Chen, Yanjun, et al.
Published: (2025)
by: Chen, Yanjun, et al.
Published: (2025)
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
by: Peng, Yi, et al.
Published: (2025)
by: Peng, Yi, et al.
Published: (2025)
Compositional Zero-shot Learning via Progressive Language-based Observations
by: Li, Lin, et al.
Published: (2023)
by: Li, Lin, et al.
Published: (2023)
From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation
by: Niu, Ke, et al.
Published: (2025)
by: Niu, Ke, et al.
Published: (2025)
$\text{H}^2$em: Learning Hierarchical Hyperbolic Embeddings for Compositional Zero-Shot Learning
by: Li, Lin, et al.
Published: (2025)
by: Li, Lin, et al.
Published: (2025)
VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning
by: Qi, Yukun, et al.
Published: (2025)
by: Qi, Yukun, et al.
Published: (2025)
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
by: Wang, Yaoting, et al.
Published: (2025)
by: Wang, Yaoting, et al.
Published: (2025)
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
by: Qin, Luozheng, et al.
Published: (2025)
by: Qin, Luozheng, et al.
Published: (2025)
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)
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
by: Lu, Zhenyu, et al.
Published: (2025)
by: Lu, Zhenyu, et al.
Published: (2025)
OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving
by: Zhang, Zhenguo, et al.
Published: (2025)
by: Zhang, Zhenguo, et al.
Published: (2025)
Motion-R1: Enhancing Motion Generation with Decomposed Chain-of-Thought and RL Binding
by: Ouyang, Runqi, et al.
Published: (2025)
by: Ouyang, Runqi, et al.
Published: (2025)
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
by: Chen, Xinyan, et al.
Published: (2025)
by: Chen, Xinyan, et al.
Published: (2025)
Towards Customized Knowledge Distillation for Chip-Level Dense Image Predictions
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels
by: Lin, Yi, et al.
Published: (2024)
by: Lin, Yi, et al.
Published: (2024)
Aligning Medical Images with General Knowledge from Large Language Models
by: Fang, Xiao, et al.
Published: (2024)
by: Fang, Xiao, et al.
Published: (2024)
Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding
by: Wu, Zhixuan, et al.
Published: (2026)
by: Wu, Zhixuan, et al.
Published: (2026)
Line Drawing Guided Progressive Inpainting of Mural Damage
by: Li, Luxi, et al.
Published: (2022)
by: Li, Luxi, et al.
Published: (2022)
EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models
by: Dai, Xuanlang, et al.
Published: (2026)
by: Dai, Xuanlang, et al.
Published: (2026)
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion
by: Zhang, Dong, et al.
Published: (2025)
by: Zhang, Dong, et al.
Published: (2025)
ViRED: Prediction of Visual Relations in Engineering Drawings
by: Gu, Chao, et al.
Published: (2024)
by: Gu, Chao, et al.
Published: (2024)
Answer-Consistent Chain-of-thought Reinforcement Learning For Multi-modal Large Langauge Models
by: Huang, Minbin, et al.
Published: (2025)
by: Huang, Minbin, et al.
Published: (2025)
MedIAnomaly: A comparative study of anomaly detection in medical images
by: Cai, Yu, et al.
Published: (2024)
by: Cai, Yu, et al.
Published: (2024)
UniT: Unified Multimodal Chain-of-Thought Test-time Scaling
by: Chen, Leon Liangyu, et al.
Published: (2026)
by: Chen, Leon Liangyu, et al.
Published: (2026)
Similar Items
-
RGBX-R1: Visual Modality Chain-of-Thought Guided Reinforcement Learning for Multimodal Grounding
by: Wu, Jiahe, et al.
Published: (2026) -
RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought
by: Qiao, Junbo, et al.
Published: (2025) -
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
by: Wang, Yibin, et al.
Published: (2025) -
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
by: Huang, Chao, et al.
Published: (2025) -
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
by: Li, Lin, et al.
Published: (2026)