Concepedia

Thomas Fel

TF

Statistics

Publications

11

Citations

250

H-Index

10

Active since

2020

Affiliations

Brown University(Current)

Allen Institute for Brain Science

Société Nationale des Chemins de Fer Français (France)

Université Fédérale de Toulouse Midi-Pyrénées

Thomas Fel is an author at Brown University specializing in computer science, machine learning, and computing.

Publications per year

2020–2023

11

Publications

11

CRAFT: Concept Recursive Activation FacTorization for Explainability

Thomas Fel, Agustin Martin Picard, Louis Béthune et al. · 2023 · 76 citations · Full text

Computing, Computer Science, Computer Vision +12

Harmonizing the Object Recognition Strategies of Deep Neural Networks with Humans

Thomas Fel, Drew Linsley, T. Serre · 2022 · 36 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods.

Julien Colin, Thomas Fel, Rémi Cadène et al. · PubMed · 2022 · 30 citations · Full text

Computing, Computer Science, Psychology +15

How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks

Thomas Fel, David Vigouroux, Rémi Cadène et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 21 citations · Full text

Computing, Computer Science, Algorithms +16

Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis

Thomas Fel, Mélanie Ducoffe, David Vigouroux et al. · 2023 · 19 citations

Computing, Computer Science, Algorithms +13

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