Multimodal Chain of Continuous Thought for Latent-Space Reasoning in Vision-Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Pham, Tan-Hanh, Ngo, Chris |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
por: Pham, Tan-Hanh, et al.
Publicado: (2024)
por: Pham, Tan-Hanh, et al.
Publicado: (2024)
A Novel Framework for Automated Explain Vision Model Using Vision-Language Models
por: Nguyen, Phu-Vinh, et al.
Publicado: (2025)
por: Nguyen, Phu-Vinh, et al.
Publicado: (2025)
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
por: Pham, Tan-Hanh, et al.
Publicado: (2025)
AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning
por: Li, Xiping, et al.
Publicado: (2025)
por: Li, Xiping, et al.
Publicado: (2025)
Multimodal Chain-of-Thought Reasoning in Language Models
por: Zhang, Zhuosheng, et al.
Publicado: (2023)
por: Zhang, Zhuosheng, et al.
Publicado: (2023)
FantasyVLN: Unified Multimodal Chain-of-Thought Reasoning for Vision-Language Navigation
por: Zuo, Jing, et al.
Publicado: (2026)
por: Zuo, Jing, et al.
Publicado: (2026)
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning
por: Jiang, Jingjing, et al.
Publicado: (2025)
por: Jiang, Jingjing, et al.
Publicado: (2025)
Harnessing Chain-of-Thought Reasoning in Multimodal Large Language Models for Face Anti-Spoofing
por: Zhang, Honglu, et al.
Publicado: (2025)
por: Zhang, Honglu, et al.
Publicado: (2025)
Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models
por: Zhang, Jialiang, et al.
Publicado: (2026)
por: Zhang, Jialiang, et al.
Publicado: (2026)
dVLA: Diffusion Vision-Language-Action Model with Multimodal Chain-of-Thought
por: Wen, Junjie, et al.
Publicado: (2025)
por: Wen, Junjie, et al.
Publicado: (2025)
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
por: Chen, Yangyi, et al.
Publicado: (2023)
por: Chen, Yangyi, et al.
Publicado: (2023)
Attention-guided Fine-tuning of Multimodal Large Language Models Improves Chain-of-Thought Reasoning
por: Sinha, Sanchit, et al.
Publicado: (2026)
por: Sinha, Sanchit, et al.
Publicado: (2026)
Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning
por: Wang, Yifan, et al.
Publicado: (2026)
por: Wang, Yifan, et al.
Publicado: (2026)
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey
por: Wang, Yaoting, et al.
Publicado: (2025)
por: Wang, Yaoting, et al.
Publicado: (2025)
Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought
por: Man, Yunze, et al.
Publicado: (2025)
por: Man, Yunze, et al.
Publicado: (2025)
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs
por: Zhang, Huanyu, et al.
Publicado: (2025)
por: Zhang, Huanyu, et al.
Publicado: (2025)
Grounded Chain-of-Thought for Multimodal Large Language Models
por: Wu, Qiong, et al.
Publicado: (2025)
por: Wu, Qiong, et al.
Publicado: (2025)
Enhanced Droplet Analysis Using Generative Adversarial Networks
por: Pham, Tan-Hanh, et al.
Publicado: (2024)
por: Pham, Tan-Hanh, et al.
Publicado: (2024)
Latent Chain-of-Thought World Modeling for End-to-End Driving
por: Tan, Shuhan, et al.
Publicado: (2025)
por: Tan, Shuhan, et al.
Publicado: (2025)
Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
por: Qin, Luozheng, et al.
Publicado: (2025)
por: Qin, Luozheng, et al.
Publicado: (2025)
TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis
por: Li, Sijing, et al.
Publicado: (2026)
por: Li, Sijing, et al.
Publicado: (2026)
Explainable Action Form Assessment by Exploiting Multimodal Chain-of-Thoughts Reasoning
por: Qi, Mengshi, et al.
Publicado: (2025)
por: Qi, Mengshi, et al.
Publicado: (2025)
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
por: Gu, Jiawei, et al.
Publicado: (2025)
por: Gu, Jiawei, et al.
Publicado: (2025)
Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model
por: Wang, Chenfeng, et al.
Publicado: (2026)
por: Wang, Chenfeng, et al.
Publicado: (2026)
SAMChat: Introducing Chain of Thought Reasoning and GRPO to a Multimodal Small Language Model for Small Scale Remote Sensing
por: Koksal, Aybora, et al.
Publicado: (2025)
por: Koksal, Aybora, et al.
Publicado: (2025)
Chain-of-Anomaly Thoughts with Large Vision-Language Models
por: Domingos, Pedro, et al.
Publicado: (2025)
por: Domingos, Pedro, et al.
Publicado: (2025)
Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models
por: Liu, Jiaqi, et al.
Publicado: (2025)
por: Liu, Jiaqi, et al.
Publicado: (2025)
X-Ray-CoT: Interpretable Chest X-ray Diagnosis with Vision-Language Models via Chain-of-Thought Reasoning
por: Ng, Chee, et al.
Publicado: (2025)
por: Ng, Chee, et al.
Publicado: (2025)
Integrating Chain-of-Thought for Multimodal Alignment: A Study on 3D Vision-Language Learning
por: Chen, Yanjun, et al.
Publicado: (2025)
por: Chen, Yanjun, et al.
Publicado: (2025)
Understanding and Mitigating Hallucinations in Multimodal Chain-of-Thought Models
por: Ma, Ji, et al.
Publicado: (2026)
por: Ma, Ji, et al.
Publicado: (2026)
CoT4Det: A Chain-of-Thought Framework for Perception-Oriented Vision-Language Tasks
por: Qi, Yu, et al.
Publicado: (2025)
por: Qi, Yu, et al.
Publicado: (2025)
GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning
por: Yerramilli, Sahiti, et al.
Publicado: (2025)
por: Yerramilli, Sahiti, et al.
Publicado: (2025)
DualCoT-VLA: Visual-Linguistic Chain of Thought via Parallel Reasoning for Vision-Language-Action Models
por: Zhong, Zhide, et al.
Publicado: (2026)
por: Zhong, Zhide, et al.
Publicado: (2026)
FreeFly-Thinking : Aligning Chain-of-Thought Reasoning with Continuous UAV Navigation
por: Zhou, Jiaxu, et al.
Publicado: (2026)
por: Zhou, Jiaxu, et al.
Publicado: (2026)
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
por: Shi, Weikang, et al.
Publicado: (2025)
por: Shi, Weikang, et al.
Publicado: (2025)
Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought
por: Peng, Yi, et al.
Publicado: (2025)
por: Peng, Yi, et al.
Publicado: (2025)
LatentGeo: Learnable Auxiliary Constructions in Latent Space for Multimodal Geometric Reasoning
por: Xu, Haiying, et al.
Publicado: (2026)
por: Xu, Haiying, et al.
Publicado: (2026)
Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models
por: Ma, Qihang, et al.
Publicado: (2025)
por: Ma, Qihang, et al.
Publicado: (2025)
Ejemplares similares
-
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints
por: Pham, Tan-Hanh, et al.
Publicado: (2025) -
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization
por: Pham, Tan-Hanh, et al.
Publicado: (2024) -
A Novel Framework for Automated Explain Vision Model Using Vision-Language Models
por: Nguyen, Phu-Vinh, et al.
Publicado: (2025) -
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging
por: Pham, Tan-Hanh, et al.
Publicado: (2025) -
IQBench: How "Smart'' Are Vision-Language Models? A Study with Human IQ Tests
por: Pham, Tan-Hanh, et al.
Publicado: (2025)