Interleaved Latent Visual Reasoning with Selective Perceptual Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Dong, Shuai, Wang, Siyuan, Liu, Xingyu, Li, Chenglin, Hou, Haowen, Wei, Zhongyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
by: Liu, Chengzhi, et al.
Published: (2025)
by: Liu, Chengzhi, et al.
Published: (2025)
Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
by: Chen, Chao, et al.
Published: (2025)
by: Chen, Chao, et al.
Published: (2025)
VisualRWKV-HD and UHD: Advancing High-Resolution Processing for Visual Language Models
by: Li, Zihang, et al.
Published: (2024)
by: Li, Zihang, et al.
Published: (2024)
Latent Visual Reasoning
by: Li, Bangzheng, et al.
Published: (2025)
by: Li, Bangzheng, et al.
Published: (2025)
AdaCodec: A Predictive Visual Code for Video MLLMs
by: Hou, Haowen, et al.
Published: (2026)
by: Hou, Haowen, et al.
Published: (2026)
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs
by: Zhang, Huanyu, et al.
Published: (2025)
by: Zhang, Huanyu, et al.
Published: (2025)
OViP: Online Vision-Language Preference Learning for VLM Hallucination
by: Liu, Shujun, et al.
Published: (2025)
by: Liu, Shujun, et al.
Published: (2025)
Simple o3: Towards Interleaved Vision-Language Reasoning
by: Wang, Ye, et al.
Published: (2025)
by: Wang, Ye, 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)
Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation
by: Guo, Ziyu, et al.
Published: (2025)
by: Guo, Ziyu, et al.
Published: (2025)
Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better
by: Wang, Dianyi, et al.
Published: (2025)
by: Wang, Dianyi, et al.
Published: (2025)
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning
by: Wang, Yubo, et al.
Published: (2026)
by: Wang, Yubo, et al.
Published: (2026)
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
by: Li, Zejun, et al.
Published: (2024)
by: Li, Zejun, et al.
Published: (2024)
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer
by: Tian, Changyao, et al.
Published: (2024)
by: Tian, Changyao, et al.
Published: (2024)
VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models
by: Hou, Haowen, et al.
Published: (2024)
by: Hou, Haowen, et al.
Published: (2024)
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
by: Dai, Yifan, et al.
Published: (2026)
by: Dai, Yifan, et al.
Published: (2026)
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
by: Chen, Dongping, et al.
Published: (2024)
by: Chen, Dongping, et al.
Published: (2024)
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
by: Jiang, Houcheng, et al.
Published: (2026)
by: Jiang, Houcheng, et al.
Published: (2026)
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
by: Qi, Ji, et al.
Published: (2024)
by: Qi, Ji, et al.
Published: (2024)
Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
by: Li, Ang, et al.
Published: (2025)
by: Li, Ang, et al.
Published: (2025)
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
by: Li, Zejun, et al.
Published: (2025)
by: Li, Zejun, et al.
Published: (2025)
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
by: Zhang, Wenqi, et al.
Published: (2025)
by: Zhang, Wenqi, et al.
Published: (2025)
Beyond Visual Memory: Mechanistic Diagnostics of Latent Visual Reasoning
by: Guo, Garvin, et al.
Published: (2026)
by: Guo, Garvin, et al.
Published: (2026)
Arbitration Failure, Not Perceptual Blindness: How Vision-Language Models Resolve Visual-Linguistic Conflicts
by: Nooralahzadeh, Farhad, et al.
Published: (2026)
by: Nooralahzadeh, Farhad, et al.
Published: (2026)
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding
by: Chung, Jiwan, et al.
Published: (2024)
by: Chung, Jiwan, et al.
Published: (2024)
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
by: Xu, Zhiyang, et al.
Published: (2024)
by: Xu, Zhiyang, et al.
Published: (2024)
Faithful-MR1: Faithful Multimodal Reasoning via Anchoring and Reinforcing Visual Attention
by: Tian, Changyuan, et al.
Published: (2026)
by: Tian, Changyuan, et al.
Published: (2026)
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering
by: Gu, Tiancheng, et al.
Published: (2024)
by: Gu, Tiancheng, et al.
Published: (2024)
Interpretable Multimodal Framework for Human-Centered Street Assessment: Integrating Visual-Language Models for Perceptual Urban Diagnostics
by: Lan, HaoTian
Published: (2025)
by: Lan, HaoTian
Published: (2025)
VideoPro: Adaptive Program Reasoning for Long Video Understanding
by: Li, Chenglin, et al.
Published: (2025)
by: Li, Chenglin, et al.
Published: (2025)
ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
by: Guo, Ziyu, et al.
Published: (2026)
by: Guo, Ziyu, et al.
Published: (2026)
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think
by: Chen, Liang, et al.
Published: (2025)
by: Chen, Liang, et al.
Published: (2025)
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning
by: Wang, Weiyun, et al.
Published: (2025)
by: Wang, Weiyun, et al.
Published: (2025)
Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners
by: Liu, Qingyang, et al.
Published: (2026)
by: Liu, Qingyang, et al.
Published: (2026)
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
by: Chow, Wei, et al.
Published: (2025)
by: Chow, Wei, et al.
Published: (2025)
VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning
by: Yilmaz, Nilay, et al.
Published: (2025)
by: Yilmaz, Nilay, et al.
Published: (2025)
InterLV-Search: Benchmarking Interleaved Multimodal Agentic Search
by: Hou, Bohan, et al.
Published: (2026)
by: Hou, Bohan, et al.
Published: (2026)
MANTIS: Interleaved Multi-Image Instruction Tuning
by: Jiang, Dongfu, et al.
Published: (2024)
by: Jiang, Dongfu, et al.
Published: (2024)
Reasoning Resides in Layers: Restoring Temporal Reasoning in Video-Language Models with Layer-Selective Merging
by: Fu, Zihang, et al.
Published: (2026)
by: Fu, Zihang, et al.
Published: (2026)
Similar Items
-
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
by: Liu, Chengzhi, et al.
Published: (2025) -
Reasoning in the Dark: Interleaved Vision-Text Reasoning in Latent Space
by: Chen, Chao, et al.
Published: (2025) -
VisualRWKV-HD and UHD: Advancing High-Resolution Processing for Visual Language Models
by: Li, Zihang, et al.
Published: (2024) -
Latent Visual Reasoning
by: Li, Bangzheng, et al.
Published: (2025) -
AdaCodec: A Predictive Visual Code for Video MLLMs
by: Hou, Haowen, et al.
Published: (2026)