GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning

22 December 2020

Papers citing "GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning"

7 / 7 papers shown

Title
Model-Free Counterfactual Subset Selection at Scale Minh Nguyen Viet Hung Doan Anh Tuan Nguyen Jun Jo Quoc Viet Hung Nguyen LRM 49 0 0 12 Feb 2025
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation Yingying Fang Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 34 4 0 21 Jun 2024
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows Patryk Wielopolski Oleksii Furman Jerzy Stefanowski Maciej Ziȩba 29 2 0 27 May 2024
Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems Silvan Mertes Christina Karle Tobias Huber Katharina Weitz Ruben Schlagowski Elisabeth André 11 12 0 19 Jul 2022
"GAN I hire you?" -- A System for Personalized Virtual Job Interview Training Alexander Heimerl Silvan Mertes T. Schneeberger Tobias Baur Ailin Liu L. Becker Nicolas Rohleder Patrick Gebhard Elisabeth André 10 1 0 08 Jun 2022
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset Leon Sixt M. Schuessler Oana-Iuliana Popescu Philipp Weiß Tim Landgraf FAtt 24 14 0 25 Apr 2022
Effect of Superpixel Aggregation on Explanations in LIME -- A Case Study with Biological Data Ludwig Schallner Johannes Rabold O. Scholz Ute Schmid FAtt 30 22 0 17 Oct 2019