Automatic Data Augmentation Learning using Bilevel Optimization for
Histopathological Images

Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images

21 July 2023

Saypraseuth Mounsaveng

David Vázquez

Ismail Ben Ayed

Papers citing "Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images"

8 / 8 papers shown

Title
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation Mucong Ding Bang An Yuancheng Xu Anirudh Satheesh Furong Huang 19 1 0 03 Oct 2024
Machine Learning Methods for Histopathological Image Analysis: A Review Jonathan de Matos S. Ataky A. Britto L. S. Oliveira Alessandro Lameiras Koerich 36 53 0 07 Feb 2021
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 99 716 0 13 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 281 11,681 0 09 Mar 2017
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 122 405 0 06 Mar 2017
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 278 10,613 0 19 Feb 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,190 0 30 Oct 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 126 7,335 0 05 Jun 2015