Histopathological Image Analysis with Style-Augmented Feature Domain
Mixing for Improved Generalization

Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization

31 October 2023

Vaibhav Khamankar

Saumik Bhattacharya

Papers citing "Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization"

5 / 5 papers shown

Title
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 34 0 0 21 Jun 2024
ContriMix: Scalable stain color augmentation for domain generalization without domain labels in digital pathology Tan H. Nguyen Dinkar Juyal Jin Li Aaditya (Adi) Prakash Shima Nofallah ... Michael Griffin Anand Sampat J. Abel Justin Lee A. Taylor-Weiner MedIm 22 2 0 07 Jun 2023
Gradient Matching for Domain Generalization Yuge Shi Jeffrey S. Seely Philip H. S. Torr Siddharth Narayanaswamy Awni Y. Hannun Nicolas Usunier Gabriel Synnaeve OOD 205 292 0 20 Apr 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 900 0 02 Mar 2020
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,156 0 24 Oct 2016