Sparse Visual Counterfactual Explanations in Image Space

Sparse Visual Counterfactual Explanations in Image Space

16 May 2022

Valentyn Boreiko

Maximilian Augustin

Francesco Croce

Matthias Hein

Papers citing "Sparse Visual Counterfactual Explanations in Image Space"

5 / 55 papers shown

Title
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,954 0 16 Feb 2016
Generalized Conditional Gradient for Sparse Estimation Yaoliang Yu Xinhua Zhang Dale Schuurmans 67 78 0 17 Oct 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 268 14,912 1 21 Dec 2013
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 309 7,292 0 20 Dec 2013
How to Explain Individual Classification Decisions D. Baehrens T. Schroeter Stefan Harmeling M. Kawanabe K. Hansen K. Müller FAtt 128 1,103 0 06 Dec 2009