Cover Image

Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zhilin, Wang, Jie, Qin, Zhanghao, Zhu, Ruiqi, Gong, Xiaoliang
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective
by: Chen, Xiaolan, et al.
Published: (2024)

Unsupervised Denoising of Real Clinical Low Dose Liver CT with Perceptual Attention Networks
by: Guan, Zhilin, et al.
Published: (2026)

SAR-RAG: ATR Visual Question Answering by Semantic Search, Retrieval, and MLLM Generation
by: Ramirez, David F., et al.
Published: (2026)

Edge-Enhanced Dilated Residual Attention Network for Multimodal Medical Image Fusion
by: Zhou, Meng, et al.
Published: (2024)

Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery
by: Wang, Guankun, et al.
Published: (2024)

VideoQA-SC: Adaptive Semantic Communication for Video Question Answering
by: Guo, Jiangyuan, et al.
Published: (2024)

U-DFA: A Unified DINOv2-Unet with Dual Fusion Attention for Multi-Dataset Medical Segmentation
by: Sajjad, Zulkaif, et al.
Published: (2025)

Towards a Large Language-Vision Question Answering Model for MSTAR Automatic Target Recognition
by: Ramirez, David F., et al.
Published: (2026)

A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-based Feature Fusion
by: Roy, Ayush, et al.
Published: (2024)

PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal Fusion
by: Sharshar, Ahmed, et al.
Published: (2025)

DPAFNet:Dual Path Attention Fusion Network for Single Image Deraining
by: Wei, Bingcai
Published: (2024)

AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration
by: Meng, Mingyuan, et al.
Published: (2023)

Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation
by: Qi, Kristin, et al.
Published: (2025)

Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification
by: Hassan, Salma, et al.
Published: (2024)

Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention
by: Meng, Mingyuan, et al.
Published: (2024)

Improving Representation of High-frequency Components for Medical Visual Foundation Models
by: Chu, Yuetan, et al.
Published: (2024)

Explainable Knowledge Distillation for Efficient Medical Image Classification
by: Mir, Aqib Nazir, et al.
Published: (2025)

Efficient Knowledge Distillation of SAM for Medical Image Segmentation
by: Patil, Kunal Dasharath, et al.
Published: (2025)

UNet with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning for Medical Image Segmentation
by: Qamar, Saqib, et al.
Published: (2025)

LatentArtiFusion: An Effective and Efficient Histological Artifacts Restoration Framework
by: He, Zhenqi, et al.
Published: (2024)

Sequential Attention-based Sampling for Histopathological Analysis
by: G, Tarun, et al.
Published: (2025)

Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
by: Abdullah, et al.
Published: (2025)

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
by: Huang, Jie, et al.
Published: (2025)

Unifying Image Processing as Visual Prompting Question Answering
by: Liu, Yihao, et al.
Published: (2023)

Learning to Select Like Humans: Explainable Active Learning for Medical Imaging
by: Uddin, Ifrat Ikhtear, et al.
Published: (2026)

2D_3D Feature Fusion via Cross-Modal Latent Synthesis and Attention Guided Restoration for Industrial Anomaly Detection
by: Ali, Usman, et al.
Published: (2025)

Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant
by: Wang, Haonan, et al.
Published: (2025)

ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
by: Zhang, Binyu, et al.
Published: (2025)

Efficient Visualization of Neural Networks with Generative Models and Adversarial Perturbations
by: Karagounis, Athanasios
Published: (2024)

MedVAE: Efficient Automated Interpretation of Medical Images with Large-Scale Generalizable Autoencoders
by: Varma, Maya, et al.
Published: (2025)

Epsilon-VAE: Denoising as Visual Decoding
by: Zhao, Long, et al.
Published: (2024)

Goal-Oriented Semantic Communication for Wireless Visual Question Answering
by: Liu, Sige, et al.
Published: (2024)

ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion
by: Zhou, Meng, et al.
Published: (2025)

DEFNet: Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment
by: Lou, Yiwei, et al.
Published: (2025)

STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation
by: Vasa, Vamsi Krishna, et al.
Published: (2024)

Pay Less On Clinical Images: Asymmetric Multi-Modal Fusion Method For Efficient Multi-Label Skin Lesion Classification
by: Tang, Peng, et al.
Published: (2024)

MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation
by: Shah, Ovais Iqbal, et al.
Published: (2024)

Fundus Image-based Visual Acuity Assessment with PAC-Guarantees
by: Jang, Sooyong, et al.
Published: (2024)

MedMimic: Physician-Inspired Multimodal Fusion for Early Diagnosis of Fever of Unknown Origin
by: Chen, Minrui, et al.
Published: (2025)

Efficient Brain Tumor Segmentation Using a Dual-Decoder 3D U-Net with Attention Gates (DDUNet)
by: Pajouh, Mohammad Mahdi Danesh
Published: (2025)