Sparse Visual Counterfactual Explanations in Image Space

Valentyn Boreiko; Maximilian Augustin; Francesco Croce; Philipp Berens; Matthias Hein

doi:10.1007/978-3-031-16788-1_9

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Sparse Visual Counterfactual Explanations in Image Space

Valentyn Boreiko Maximilian Augustin Francesco Croce Philipp Berens Matthias Hein

Year: 2022 Lecture notes in computer science Pages: 133-148 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-031-16788-1_9

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Keywords:

Counterfactual thinking Computer science Artificial intelligence Image (mathematics) Space (punctuation) Computer vision Computer graphics (images) Psychology

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Cell Image Analysis Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

Explainable Artificial Intelligence (XAI)

Physical Sciences → Computer Science → Artificial Intelligence

Generative Adversarial Networks and Image Synthesis

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Sparse Visual Counterfactual Explanations in Image Space

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