UnICLAM:Contrastive Representation Learning with Adversarial Masking for
Unified and Interpretable Medical Vision Question Answering

UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering

21 December 2022

Tao Chen

Papers citing "UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering"

15 / 15 papers shown

Title
Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang Chunyuan Li Pengchuan Zhang Bin Xiao Ce Liu Lu Yuan Jianfeng Gao VLM SSL 92 223 0 07 Apr 2022
Should You Mask 15% in Masked Language Modeling? Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen CVBM 46 163 0 16 Feb 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts Hangbo Bao Wenhui Wang Li Dong Qiang Liu Owais Khan Mohammed Kriti Aggarwal Subhojit Som Furu Wei VLM MLLM MoE 49 543 0 03 Nov 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 104 2,785 0 15 Jun 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 259 581 0 22 Apr 2021
MMBERT: Multimodal BERT Pretraining for Improved Medical VQA Yash Khare Viraj Bagal Minesh Mathew Adithi Devi U. Priyakumar C. V. Jawahar MedIm 28 133 0 03 Apr 2021
SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Bo Liu Li-Ming Zhan Li Xu Lin Ma Y. Yang Xiao-Ming Wu 44 248 0 18 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 372 3,778 0 11 Feb 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 143 3,992 0 20 Nov 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 402 3,397 0 09 Mar 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 60 613 0 17 Jan 2020
Overcoming Data Limitation in Medical Visual Question Answering Binh Duc Nguyen Thanh-Toan Do Binh X. Nguyen Tuong Khanh Long Do Erman Tjiputra Quang-Dieu Tran MedIm 32 146 0 26 Sep 2019
A large annotated medical image dataset for the development and evaluation of segmentation algorithms Amber L. Simpson Michela Antonelli Spyridon Bakas Michel Bilello Keyvan Farahani ... M. McHugo S. Napel Eugene Vorontsov Lena Maier-Hein M. Jorge Cardoso 63 846 0 25 Feb 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 735 11,793 0 09 Mar 2017
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 72 1,875 0 07 Nov 2015