Search Results for author: Sabine Muzellec

Found 2 papers, 0 papers with code

Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks

no code implementations10 Jun 2024 Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen

Humans can effortlessly draw new categories from a single exemplar, a feat that has long posed a challenge for generative models.

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Saliency strikes back: How filtering out high frequencies improves white-box explanations

no code implementations18 Jul 2023 Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin VanRullen, Thomas Serre

Attribution methods correspond to a class of explainability methods (XAI) that aim to assess how individual inputs contribute to a model's decision-making process.

Computational Efficiency Decision Making

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