Saved in:
| Main Authors: | Gao, Tianhong, Fu, Yannian, Wu, Weiqun, Yue, Haixiao, Liu, Shanshan, Zhang, Gang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2507.21924 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models
by: Zhang, Guosheng, et al.
Published: (2025)
by: Zhang, Guosheng, et al.
Published: (2025)
Combating Visual Neglect and Semantic Drift in Large Multimodal Models for Enhanced Cross-Modal Retrieval
by: Zhang, Guosheng, et al.
Published: (2026)
by: Zhang, Guosheng, et al.
Published: (2026)
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications
by: Yu, Yongrui, et al.
Published: (2024)
by: Yu, Yongrui, et al.
Published: (2024)
Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology
by: Wu, Kaiyu, et al.
Published: (2026)
by: Wu, Kaiyu, et al.
Published: (2026)
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
by: Xie, Yunfei, et al.
Published: (2024)
by: Xie, Yunfei, et al.
Published: (2024)
UAV-VL-R1: Generalizing Vision-Language Models via Supervised Fine-Tuning and Multi-Stage GRPO for UAV Visual Reasoning
by: Guan, Jiajin, et al.
Published: (2025)
by: Guan, Jiajin, et al.
Published: (2025)
Boosting Reasoning in Large Multimodal Models via Activation Replay
by: Xing, Yun, et al.
Published: (2025)
by: Xing, Yun, et al.
Published: (2025)
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
by: Wang, Yu, et al.
Published: (2022)
by: Wang, Yu, et al.
Published: (2022)
VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning
by: Li, Lingxiao, et al.
Published: (2025)
by: Li, Lingxiao, et al.
Published: (2025)
Echo-α: Large Agentic Multimodal Reasoning Model for Ultrasound Interpretation
by: Zhang, Jing, et al.
Published: (2026)
by: Zhang, Jing, et al.
Published: (2026)
VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding
by: Fan, Yue, et al.
Published: (2024)
by: Fan, Yue, et al.
Published: (2024)
OracleAgent: A Multimodal Reasoning Agent for Oracle Bone Script Research
by: Li, Caoshuo, et al.
Published: (2025)
by: Li, Caoshuo, et al.
Published: (2025)
Learning Trajectory-Aware Multimodal Large Language Models for Video Reasoning Segmentation
by: Luo, Jingnan, et al.
Published: (2026)
by: Luo, Jingnan, et al.
Published: (2026)
BasketHAR: A Multimodal Dataset for Human Activity Recognition and Sport Analysis in Basketball Training Scenarios
by: Gao, Xian, et al.
Published: (2026)
by: Gao, Xian, et al.
Published: (2026)
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning
by: Li, Pengxiang, et al.
Published: (2025)
by: Li, Pengxiang, et al.
Published: (2025)
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models
by: Sun, Haoyuan, et al.
Published: (2025)
by: Sun, Haoyuan, et al.
Published: (2025)
MATRIX: Multimodal Agent Tuning for Robust Tool-Use Reasoning
by: Ashraf, Tajamul, et al.
Published: (2025)
by: Ashraf, Tajamul, et al.
Published: (2025)
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
by: He, Jinlong, et al.
Published: (2024)
by: He, Jinlong, et al.
Published: (2024)
Fine-T2I: An Open, Large-Scale, and Diverse Dataset for High-Quality T2I Fine-Tuning
by: Ma, Xu, et al.
Published: (2026)
by: Ma, Xu, et al.
Published: (2026)
AdaptMMBench: Benchmarking Adaptive Multimodal Reasoning for Mode Selection and Reasoning Process
by: Zhang, Xintong, et al.
Published: (2026)
by: Zhang, Xintong, et al.
Published: (2026)
Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset
by: Zhang, Yuhong, et al.
Published: (2025)
by: Zhang, Yuhong, et al.
Published: (2025)
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation
by: Liu, Kun, et al.
Published: (2025)
by: Liu, Kun, et al.
Published: (2025)
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
by: Qin, Zhenyue, et al.
Published: (2024)
by: Qin, Zhenyue, et al.
Published: (2024)
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
by: Zhou, Qiji, et al.
Published: (2024)
by: Zhou, Qiji, et al.
Published: (2024)
PixelLM: Pixel Reasoning with Large Multimodal Model
by: Ren, Zhongwei, et al.
Published: (2023)
by: Ren, Zhongwei, et al.
Published: (2023)
MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences
by: Wang, Shijian, et al.
Published: (2026)
by: Wang, Shijian, et al.
Published: (2026)
MIRROR: Multimodal Iterative Reasoning via Reflection on Visual Regions
by: Zhang, Haoyu, et al.
Published: (2026)
by: Zhang, Haoyu, et al.
Published: (2026)
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
by: Guo, Jarvis, et al.
Published: (2024)
by: Guo, Jarvis, et al.
Published: (2024)
GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
by: Liu, Bo, et al.
Published: (2025)
by: Liu, Bo, et al.
Published: (2025)
A Large-Scale Multimodal Dataset and Benchmarks for Human Activity Scene Understanding and Reasoning
by: Jiang, Siyang, et al.
Published: (2025)
by: Jiang, Siyang, et al.
Published: (2025)
DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents
by: Wang, Shengqin, et al.
Published: (2026)
by: Wang, Shengqin, et al.
Published: (2026)
On Data Synthesis and Post-training for Visual Abstract Reasoning
by: Zhu, Ke, et al.
Published: (2025)
by: Zhu, Ke, et al.
Published: (2025)
Can Large Multimodal Models Inspect Buildings? A Hierarchical Benchmark for Structural Pathology Reasoning
by: Zhong, Hui, et al.
Published: (2026)
by: Zhong, Hui, et al.
Published: (2026)
LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology
by: Qin, Zhenyue, et al.
Published: (2025)
by: Qin, Zhenyue, et al.
Published: (2025)
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization
by: Wang, Weiyun, et al.
Published: (2024)
by: Wang, Weiyun, et al.
Published: (2024)
Towards Open-Vocabulary Industrial Defect Understanding with a Large-Scale Multimodal Dataset
by: Ni, TsaiChing, et al.
Published: (2025)
by: Ni, TsaiChing, et al.
Published: (2025)
HSR-KAN: Efficient Hyperspectral Image Super-Resolution via Kolmogorov-Arnold Networks
by: Li, Baisong, et al.
Published: (2024)
by: Li, Baisong, et al.
Published: (2024)
PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA
by: Li, Baisong, et al.
Published: (2025)
by: Li, Baisong, et al.
Published: (2025)
Back to Basics: Let Denoising Generative Models Denoise
by: Li, Tianhong, et al.
Published: (2025)
by: Li, Tianhong, et al.
Published: (2025)
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios
by: Su, Zhaochen, et al.
Published: (2026)
by: Su, Zhaochen, et al.
Published: (2026)
Similar Items
-
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models
by: Zhang, Guosheng, et al.
Published: (2025) -
Combating Visual Neglect and Semantic Drift in Large Multimodal Models for Enhanced Cross-Modal Retrieval
by: Zhang, Guosheng, et al.
Published: (2026) -
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications
by: Yu, Yongrui, et al.
Published: (2024) -
Weather-R1: Logically Consistent Reinforcement Fine-Tuning for Multimodal Reasoning in Meteorology
by: Wu, Kaiyu, et al.
Published: (2026) -
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
by: Xie, Yunfei, et al.
Published: (2024)