:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Huang, Xinyu, Dong, Yuhao, Tian, Weiwei, Li, Bo, Feng, Rui, Liu, Ziwei
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	https://arxiv.org/abs/2507.05920
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models
by: Dong, Yuhao, et al.
Published: (2026)

Annotation-Free Visual Reasoning for High-Resolution Large Multimodal Models via Reinforcement Learning
by: Yang, Jiacheng, et al.
Published: (2026)

Grounded Reinforcement Learning for Visual Reasoning
by: Sarch, Gabriel, et al.
Published: (2025)

Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning
by: Cao, Meng, et al.
Published: (2025)

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding
by: Zhang, Yuanhan, et al.
Published: (2025)

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation
by: Qiu, Haonan, et al.
Published: (2025)

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning
by: Zhang, Bob, et al.
Published: (2025)

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models
by: Dong, Yuhao, et al.
Published: (2024)

Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
by: Liu, Zuyan, et al.
Published: (2024)

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

FileGram: Grounding Agent Personalization in File-System Behavioral Traces
by: Liu, Shuai, et al.
Published: (2026)

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback
by: Chen, Yang, et al.
Published: (2025)

ViaRL: Adaptive Temporal Grounding via Visual Iterated Amplification Reinforcement Learning
by: Xu, Ziqiang, et al.
Published: (2025)

View-on-Graph: Zero-shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs
by: Liu, Yuanyuan, et al.
Published: (2025)

MIRG-RL: Multi-Image Reasoning and Grounding with Reinforcement Learning
by: Zheng, Lihao, et al.
Published: (2025)

UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning
by: Bai, Sule, et al.
Published: (2025)

ViRC: Enhancing Visual Interleaved Mathematical CoT with Reason Chunking
by: Wang, Lihong, et al.
Published: (2025)

VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
by: Liu, Yuqi, et al.
Published: (2025)

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
by: Zou, Kai, et al.
Published: (2025)

Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding
by: Xie, Yuan, et al.
Published: (2025)

Context-Aware Multi-Turn Visual-Textual Reasoning in LVLMs via Dynamic Memory and Adaptive Visual Guidance
by: Shen, Weijie, et al.
Published: (2025)

Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning
by: Luo, Liqin, et al.
Published: (2025)

Tag2Text: Guiding Vision-Language Model via Image Tagging
by: Huang, Xinyu, et al.
Published: (2023)

Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition
by: Dong, Yuhao, et al.
Published: (2026)

GeoVista: Visually Grounded Active Perception for Ultra-High-Resolution Remote Sensing Understanding
by: Zhu, Jiashun, et al.
Published: (2026)

RegionReasoner: Region-Grounded Multi-Round Visual Reasoning
by: Sun, Wenfang, et al.
Published: (2026)

GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning
by: Yan, Haolong, et al.
Published: (2025)

Visual Reasoning through Tool-supervised Reinforcement Learning
by: Dong, Qihua, et al.
Published: (2026)

G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning
by: Chen, Liang, et al.
Published: (2025)

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
by: Ni, Minheng, et al.
Published: (2025)

VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting
by: Lee, Daeun, et al.
Published: (2026)

Multi-Task Learning for Visually Grounded Reasoning in Gastrointestinal VQA
by: Safwan, Itbaan, et al.
Published: (2025)

VG-Refiner: Towards Tool-Refined Referring Grounded Reasoning via Agentic Reinforcement Learning
by: Wang, Yuji, et al.
Published: (2025)

BARE: Towards Bias-Aware and Reasoning-Enhanced One-Tower Visual Grounding
by: Li, Hongbing, et al.
Published: (2026)

A Medical Multimodal Large Language Model for Pediatric Pneumonia
by: Tian, Weiwei, et al.
Published: (2024)

DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer
by: Dong, Qingji, et al.
Published: (2026)

MAG-3D: Multi-Agent Grounded Reasoning for 3D Understanding
by: Zheng, Henry, et al.
Published: (2026)

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
by: Chen, Xi, et al.
Published: (2025)

3EED: Ground Everything Everywhere in 3D
by: Li, Rong, et al.
Published: (2025)

LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation
by: Tang, Jiaxiang, et al.
Published: (2024)