Thomas Fel
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
5
Active years
2022–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models. | Mazda Moayeri, Vidhisha Balachandran, Varun Chandrasekaran, Safoora Yousefi, Thomas Fel, Soheil Feizi, Besmira Nushi, Neel Joshi, Vibhav Vineet |
| 2025 | ICML | An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. | Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier |
| 2025 | ICML | Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. | Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle |
| 2025 | ICML | One Wave To Explain Them All: A Unifying Perspective On Feature Attribution. | Gabriel Kasmi, Amandine Brunetto, Thomas Fel, Jayneel Parekh |
| 2025 | ICML | Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment. | Harrish Thasarathan, Julian Forsyth, Thomas Fel, Matthew Kowal, Konstantinos G. Derpanis |
| 2024 | ICLR | On the Foundations of Shortcut Learning. | Katherine L. Hermann, Hossein Mobahi, Thomas Fel, Michael Curtis Mozer |
| 2024 | ICML | Saliency strikes back: How filtering out high frequencies improves white-box explanations. | Sabine Muzellec, Thomas Fel, Victor Boutin, Lo Andol, Rufin VanRullen, Thomas Serre |
| 2023 | ACL | COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP. | Fanny Jourdan, Agustin Martin Picard, Thomas Fel, Laurent Risser, Jean-Michel Loubes, Nicholas Asher |
| 2023 | CVPR | Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis. | Thomas Fel, Melanie Ducoffe, David Vigouroux, Rmi Cadne, Mikael Capelle, Claire Nicodme, Thomas Serre |
| 2023 | CVPR | CRAFT: Concept Recursive Activation FacTorization for Explainability. | Thomas Fel, Agustin Martin Picard, Louis Bthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rmi Cadne, Thomas Serre |
| 2023 | ICML | Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? | Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre |
| 2022 | WACV | How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. | Thomas Fel, David Vigouroux, Rmi Cadne, Thomas Serre |