Continual Self-supervised Learning: Towards Universal Multi-modal
Medical Data Representation Learning

Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning

29 November 2023

Yiwen Ye

Ziyang Chen

Qi Wu

Papers citing "Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning"

8 / 8 papers shown

Title
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation Xiangyi Yan Junayed Naushad Chenyu You Hao Tang Shanlin Sun Kun Han Haoyu Ma James Duncan Xiaohui Xie SSL 24 3 0 06 Apr 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 25 52 0 02 Jan 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 63 107 0 15 Sep 2022
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 57 63 0 17 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector Guoliang Lin Hanlu Chu Hanjiang Lai MoMe CLL 27 42 0 15 Oct 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 37 51 0 18 Sep 2021
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 58 84 0 09 Sep 2021