Hierarchical Optimal Transport for Comparing Histopathology Datasets

Hierarchical Optimal Transport for Comparing Histopathology Datasets

18 April 2022

Rahul G. Krishnan

Rebecca J. Mieloszyk

David Alvarez-Melis

Papers citing "Hierarchical Optimal Transport for Comparing Histopathology Datasets"

12 / 12 papers shown

Title
Interpretable Survival Prediction for Colorectal Cancer using Deep Learning Ellery Wulczyn David F. Steiner M. Moran M. Plass Robert Reihs ... Zhaoyang Xu Yun-Hui Liu Martin C. Stumpe K. Zatloukal C. Mermel 124 158 0 17 Nov 2020
An Information-Geometric Distance on the Space of Tasks Yansong Gao Pratik Chaudhari 44 22 0 01 Nov 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 122 204 0 07 Feb 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 115 579 0 28 Dec 2019
Hierarchical Optimal Transport for Document Representation Mikhail Yurochkin Sebastian Claici Edward Chien F. Mirzazadeh Justin Solomon OT 38 92 0 26 Jun 2019
The Information Complexity of Learning Tasks, their Structure and their Distance Alessandro Achille Giovanni Paolini G. Mbeng Stefano Soatto 39 52 0 05 Apr 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences Jean Feydy Thibault Séjourné François-Xavier Vialard S. Amari A. Trouvé Gabriel Peyré OT 55 527 0 18 Oct 2018
Improving GANs Using Optimal Transport Tim Salimans Han Zhang Alec Radford Dimitris N. Metaxas OT GAN 57 324 0 15 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 211 2,146 0 01 Mar 2018
Learning Generative Models with Sinkhorn Divergences Aude Genevay Gabriel Peyré Marco Cuturi OT 168 628 0 01 Jun 2017
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration Jason M. Altschuler Jonathan Niles-Weed Philippe Rigollet OT 66 591 0 26 May 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 209 4,259 0 04 Jun 2013