Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering

11 July 2023

Papers citing "Masked Vision and Language Pre-training with Unimodal and Multimodal Contrastive Losses for Medical Visual Question Answering"

20 / 20 papers shown

Title
A Lightweight Large Vision-language Model for Multimodal Medical Images Belal Alsinglawi Chris McCarthy Sara Webb Christopher Fluke Navid Toosy Saidy LM&MA 47 0 0 08 Apr 2025
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training Ameera Bawazir Kebin Wu Wenbin Li CLIP 77 1 0 20 Nov 2024
Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry Wenjun Hou Yi Cheng Kaishuai Xu Yan Hu Wenjie Li Jiang-Dong Liu 40 0 0 17 Nov 2024
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding Jinlong He Pengfei Li Gang Liu Shenjun Zhong 41 3 0 31 Oct 2024
ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue Zhangpu Li Changhong Zou Suxue Ma Zhicheng Yang Chen Du ... Xingzhi Sun Jing Xiao Kai Zhang Mei Han Mei Han LM&MA 51 1 0 26 Sep 2024
PA-LLaVA: A Large Language-Vision Assistant for Human Pathology Image Understanding Dawei Dai Yuanhui Zhang Long Xu Qianlan Yang Xiaojing Shen Shuyin Xia Guoyin Wang LM&MA VLM 36 9 0 18 Aug 2024
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis Lin Fan Xun Gong Cenyang Zheng Yafei Ou 30 0 0 21 Jun 2024
Biomedical Visual Instruction Tuning with Clinician Preference Alignment Hejie Cui Lingjun Mao Xin Liang Jieyu Zhang Hui Ren Quanzheng Li Xiang Li Carl Yang LM&MA 66 6 0 19 Jun 2024
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering Tiancheng Gu Kaicheng Yang Dongnan Liu Weidong Cai MedIm 46 2 0 19 Apr 2024
Multi-Image Visual Question Answering for Unsupervised Anomaly Detection Jun Li Cosmin I. Bercea Philipp Muller Lina Felsner Suhwan Kim Daniel Rueckert Benedikt Wiestler Julia A. Schnabel 34 3 0 11 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 84 30 0 04 Apr 2024
Can LLMs' Tuning Methods Work in Medical Multimodal Domain? Jiawei Chen Yue Jiang Dingkang Yang Mingcheng Li Jinjie Wei Ziyun Qian Lihua Zhang LM&MA 27 9 0 11 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 54 64 0 04 Mar 2024
MISS: A Generative Pretraining and Finetuning Approach for Med-VQA Jiawei Chen Dingkang Yang Yue Jiang Yuxuan Lei Lihua Zhang LM&MA MedIm 21 13 0 10 Jan 2024
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 46 14 0 11 Dec 2023
C3Net: Compound Conditioned ControlNet for Multimodal Content Generation Juntao Zhang Yuehuai Liu Yu-Wing Tai Chi-Keung Tang DiffM 38 5 0 29 Nov 2023
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 36 5 0 23 Sep 2023
Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training Zhihong Chen Yu Du Jinpeng Hu Yang Liu Guanbin Li Xiang Wan Tsung-Hui Chang 91 111 0 15 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,185 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,503 0 11 Nov 2021