CLASS-M: Adaptive stain separation-based contrastive learning with
pseudo-labeling for histopathological image classification

CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification

12 December 2023

Hamid Manoochehri

Fahimeh Fooladgar

Beatrice S. Knudsen

Papers citing "CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification"

11 / 11 papers shown

Title
WeakSupCon: Weakly Supervised Contrastive Learning for Encoder Pre-training Bodong Zhang Hamid Manoochehri Beatrice S. Knudsen Tolga Tasdizen SSL 73 0 0 06 Mar 2025
SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images Hamid Manoochehri Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen 26 1 0 23 Oct 2024
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention Xiaoya Tang Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen ViT MedIm 47 1 0 18 Jul 2024
Stain Based Contrastive Co-training for Histopathological Image Analysis Bodong Zhang Beatrice S. Knudsen Deepika Sirohi Alessandro Ferrero Tolga Tasdizen SSL 21 5 0 24 Jun 2022
Transformer based multiple instance learning for weakly supervised histopathology image segmentation Ziniu Qian K. Li M. Lai E. Chang Bingzheng Wei Yubo Fan Yan Xu ViT MedIm 42 39 0 18 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 226 862 0 15 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 314 5,775 0 29 Apr 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 121 203 0 27 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 283 10,613 0 19 Feb 2017