Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning
Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection

Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection

20 August 2021

Andreas Fischer

Behzad Bozorgtabar

Jean-Philippe Thiran

Papers citing "Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection"

11 / 11 papers shown

Title
Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Linyu Fan Che Wang Ming Ye Qizhi Yang Zejun Wu Xinghao Ding Yue Huang Jianfeng Bao S. Cai C. Cai MedIm 65 0 0 05 Mar 2025
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 14 1 0 30 Aug 2024
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 19 12 0 10 Oct 2023
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis T. Vuong J. T. Kwak 18 2 0 31 Aug 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 17 29 0 18 Jul 2023
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology Guillaume Vray Devavrat Tomar Jean-Philippe Thiran Behzad Bozorgtabar MedIm 6 0 0 10 Jul 2023
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime Thomas Stegmüller C. Abbet Behzad Bozorgtabar Holly E. Clarke P. Petignat P. Vassilakos Jean-Philippe Thiran 17 4 0 10 Feb 2023
Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Kevin Thandiackal Luigi Piccinelli Pushpak Pati O. Goksel CLL OOD MedIm 19 6 0 02 Feb 2023
Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 14 13 0 20 Jun 2022
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 11 37 0 21 May 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 232 3,029 0 09 Mar 2020