Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces

10 June 2022

Papers citing "Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces"

5 / 5 papers shown

Title
Faithful Counterfactual Visual Explanations (FCVE) Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 36 0 0 12 Jan 2025
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy Anuja Vats A. Mohammed Marius Pedersen Nirmalie Wiratunga MedIm 22 9 0 05 Dec 2022
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space Christos Tzelepis Georgios Tzimiropoulos Ioannis Patras 74 62 0 27 Sep 2021
Causality-based Explanation of Classification Outcomes Leopoldo Bertossi Jordan Li Maximilian Schleich Dan Suciu Zografoula Vagena XAI CML FAtt 100 46 0 15 Mar 2020
Explaining Visual Models by Causal Attribution Álvaro Parafita Jordi Vitrià CML FAtt 54 35 0 19 Sep 2019