Cover Image

MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xi, Suyang, Hu, Songtao, Lai, Yuxiang, Dan, Wangyun, Liu, Yaqi, Wang, Shansong, Yang, Xiaofeng
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization
by: Ding, Ziyang, et al.
Published: (2026)

Saliency Guided Longitudinal Medical Visual Question Answering
by: Wu, Jialin, et al.
Published: (2025)

MedXplain-VQA: Multi-Component Explainable Medical Visual Question Answering
by: Nguyen, Hai-Dang, et al.
Published: (2025)

MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale
by: Gai, Xiaotang, et al.
Published: (2024)

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering
by: Hagen, Luca, et al.
Published: (2026)

Targeted Visual Prompting for Medical Visual Question Answering
by: Tascon-Morales, Sergio, et al.
Published: (2024)

Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models
by: Lai, Yuxiang, et al.
Published: (2025)

LaPA: Latent Prompt Assist Model For Medical Visual Question Answering
by: Gu, Tiancheng, et al.
Published: (2024)

Visually Interpretable Subtask Reasoning for Visual Question Answering
by: Cheng, Yu, et al.
Published: (2025)

MedCFVQA: A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering
by: Ye, Shuchang, et al.
Published: (2025)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
by: Zhang, Xiaoman, et al.
Published: (2023)

LiteMedCoT-VL: Parameter-Efficient Adaptation for Medical Visual Question Answering
by: Ma, Runze, et al.
Published: (2026)

VIHD: Visual Intervention-based Hallucination Detection for Medical Visual Question Answering
by: Chen, Jiayi, et al.
Published: (2026)

MedDINOv3: How to adapt vision foundation models for medical image segmentation?
by: Li, Yuheng, et al.
Published: (2025)

InViC: Intent-aware Visual Cues for Medical Visual Question Answering
by: Wang, Zhisong, et al.
Published: (2026)

Are Video Models Emerging as Zero-Shot Learners and Reasoners in Medical Imaging?
by: Lai, Yuxiang, et al.
Published: (2025)

MV-CoRe: Multimodal Visual-Conceptual Reasoning for Complex Visual Question Answering
by: Peng, Jingwei, et al.
Published: (2025)

Free Form Medical Visual Question Answering in Radiology
by: Narayanan, Abhishek, et al.
Published: (2024)

V-Loop: Visual Logical Loop Verification for Hallucination Detection in Medical Visual Question Answering
by: Jin, Mengyuan, et al.
Published: (2026)

Prompt-based Personalized Federated Learning for Medical Visual Question Answering
by: Zhu, He, et al.
Published: (2024)

Structure Causal Models and LLMs Integration in Medical Visual Question Answering
by: Xu, Zibo, et al.
Published: (2025)

Benchmarking GPT-5 for Zero-Shot Multimodal Medical Reasoning in Radiology and Radiation Oncology
by: Hu, Mingzhe, et al.
Published: (2025)

Hallucination Benchmark in Medical Visual Question Answering
by: Wu, Jinge, et al.
Published: (2024)

Multimodal Rationales for Explainable Visual Question Answering
by: Li, Kun, et al.
Published: (2024)

VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning
by: Huang, Muye, et al.
Published: (2024)

Visual Robustness Benchmark for Visual Question Answering (VQA)
by: Ishmam, Md Farhan, et al.
Published: (2024)

ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering
by: Lassoued, Aymen, et al.
Published: (2026)

Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering
by: Lim, Su Hyeon, et al.
Published: (2024)

SiLVR: Scalable Lidar-Visual Radiance Field Reconstruction with Uncertainty Quantification
by: Tao, Yifu, et al.
Published: (2025)

Location-Aware Pretraining for Medical Difference Visual Question Answering
by: Musinguzi, Denis, et al.
Published: (2026)

TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering
by: Rajkhowa, Tonmoy, et al.
Published: (2024)

Q-FSRU: Quantum-Augmented Frequency-Spectral For Medical Visual Question Answering
by: Thakur, Rakesh, et al.
Published: (2025)

Questioning the Stability of Visual Question Answering
by: Rosenfeld, Amir, et al.
Published: (2025)

RECODE: Reasoning Through Code Generation for Visual Question Answering
by: Shen, Junhong, et al.
Published: (2025)

VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs
by: Li, Qiaoru, et al.
Published: (2026)

SeGPruner: Semantic-Geometric Visual Token Pruner for 3D Question Answering
by: Li, Wenli, et al.
Published: (2026)

Geospatial Chain of Thought Reasoning for Enhanced Visual Question Answering on Satellite Imagery
by: Shanker, Shambhavi, et al.
Published: (2025)

Elevating Visual Question Answering through Implicitly Learned Reasoning Pathways in LVLMs
by: Jing, Liu, et al.
Published: (2025)

Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling
by: Movva, Prahitha, et al.
Published: (2025)

SiLVR: Scalable Lidar-Visual Reconstruction with Neural Radiance Fields for Robotic Inspection
by: Tao, Yifu, et al.
Published: (2024)