StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification

9 July 2020

Papers citing "StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification"

6 / 6 papers shown

Title
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 112 26 0 15 Mar 2024
Data Efficient Contrastive Learning in Histopathology using Active Sampling Tahsin Reasat David S. Smith MedIm 77 0 0 28 Mar 2023
Research Trends and Applications of Data Augmentation Algorithms João Fonseca F. Bação 52 4 0 18 Jul 2022
Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition Xin-Shun Xu Zhuangzhi Chen Dongwei Xu Huaji Zhou Shanqing Yu Shilian Zheng Qi Xuan Xiaoniu Yang 76 13 0 05 Apr 2022
MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan Weinan Song Gaurav Fotedar Nima Tajbakhsh Ziheng Zhou Lei He Xiaowei Ding 68 1 0 12 Mar 2022
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation R. Yamashita J. Long Snikitha Banda Jeanne Shen D. Rubin OOD MedIm 70 51 0 02 Feb 2021