:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Liu, Yuhan, Qin, Lianhui, Wang, Shengjie
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language
Online Access:	https://arxiv.org/abs/2510.20812
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding
by: Ma, Xinyu, et al.
Published: (2025)

WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
by: Ma, Chengqian, et al.
Published: (2024)

When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs
by: Penamakuri, Abhirama Subramanyam, et al.
Published: (2025)

ProxyThinker: Test-Time Guidance through Small Visual Reasoners
by: Xiao, Zilin, et al.
Published: (2025)

ScanReason: Empowering 3D Visual Grounding with Reasoning Capabilities
by: Zhu, Chenming, et al.
Published: (2024)

Unbiased Visual Reasoning with Controlled Visual Inputs
by: Li, Zhaonan, et al.
Published: (2025)

On Data Synthesis and Post-training for Visual Abstract Reasoning
by: Zhu, Ke, et al.
Published: (2025)

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
by: Wang, Qiuchen, et al.
Published: (2025)

VGR: Visual Grounded Reasoning
by: Wang, Jiacong, et al.
Published: (2025)

Vero: An Open RL Recipe for General Visual Reasoning
by: Sarch, Gabriel, et al.
Published: (2026)

QA-Dragon: Query-Aware Dynamic RAG System for Knowledge-Intensive Visual Question Answering
by: Jiang, Zhuohang, et al.
Published: (2025)

Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
by: Zhang, Juntian, et al.
Published: (2025)

ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps
by: Feng, Sicheng, et al.
Published: (2025)

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning
by: Chen, Qiguang, et al.
Published: (2025)

Visually Descriptive Language Model for Vector Graphics Reasoning
by: Wang, Zhenhailong, et al.
Published: (2024)

Fostering Video Reasoning via Next-Event Prediction
by: Wang, Haonan, et al.
Published: (2025)

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
by: Ji, Yicheng, et al.
Published: (2025)

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology
by: Wang, Haochen, et al.
Published: (2025)

CLiViS: Unleashing Cognitive Map through Linguistic-Visual Synergy for Embodied Visual Reasoning
by: Li, Kailing, et al.
Published: (2025)

ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both
by: Guo, Ziyu, et al.
Published: (2026)

Think Visually, Reason Textually: Vision-Language Synergy in ARC
by: Zhang, Beichen, et al.
Published: (2025)

Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities
by: Zhou, Ziwei, et al.
Published: (2025)

ViCor: Bridging Visual Understanding and Commonsense Reasoning with Large Language Models
by: Zhou, Kaiwen, et al.
Published: (2023)

Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
by: Dong, Qihua, et al.
Published: (2026)

Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation
by: Guo, Ziyu, et al.
Published: (2025)

Internalized Reasoning for Long-Context Visual Document Understanding
by: Veselka, Austin
Published: (2026)

Visual Grounding Methods for VQA are Working for the Wrong Reasons!
by: Shrestha, Robik, et al.
Published: (2020)

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
by: Lai, Xin, et al.
Published: (2025)

ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Model
by: Zhang, Juntian, et al.
Published: (2025)

PIN: A Knowledge-Intensive Dataset for Paired and Interleaved Multimodal Documents
by: Wang, Junjie, et al.
Published: (2024)

iVISPAR -- An Interactive Visual-Spatial Reasoning Benchmark for VLMs
by: Mayer, Julius, et al.
Published: (2025)

Cube Bench: A Benchmark for Spatial Visual Reasoning in MLLMs
by: Anand, Dhruv, et al.
Published: (2025)

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
by: Masry, Ahmed, et al.
Published: (2024)

How Far Are We from Intelligent Visual Deductive Reasoning?
by: Zhang, Yizhe, et al.
Published: (2024)

Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
by: Ghosh, Sreyan, et al.
Published: (2024)

Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual Reasoning
by: Vaishnav, Mohit, et al.
Published: (2026)

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning
by: Li, Ming, et al.
Published: (2025)

SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
by: Guo, Ziyu, et al.
Published: (2025)

DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
by: Jiang, Dongzhi, et al.
Published: (2025)

RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction
by: Wang, Yuchi, et al.
Published: (2025)