Agustin Martin Picard

13 papers A* 2Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. ICML Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	J	`jnl`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. CoRR Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	J	`jnl`	Back to the Baseline: Examining Baseline Effects on Explainability Metrics. CoRR Agustin Martin Picard, Thibaut Boissin, Varshini Subhash, Rémi Cadène, Thomas Fel
2025	—	`conf`	ConSim: Measuring Concept-Based Explanations' Effectiveness with Automated Simulatability. ACL (1) Antonin Poché, Alon Jacovi, Agustin Martin Picard, Victor Boutin, Fanny Jourdan
2025	J	`jnl`	ConSim: Measuring Concept-Based Explanations' Effectiveness with Automated Simulatability. CoRR Antonin Poché, Alon Jacovi, Agustin Martin Picard, Victor Boutin, Fanny Jourdan
2023	J	`jnl`	COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks. CoRR Fanny Jourdan, Agustin Martin Picard, Thomas Fel, Laurent Risser, Jean-Michel Loubes, Nicholas Asher
2023	—	`conf`	COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP. ACL (Findings) Fanny Jourdan, Agustin Martin Picard, Thomas Fel, Laurent Risser, Jean-Michel Loubes, Nicholas Asher
2023	A*	`conf`	CRAFT: Concept Recursive Activation FacTorization for Explainability. CVPR Thomas Fel, Agustin Martin Picard, Louis Béthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rémi Cadène, Thomas Serre
2023	J	`jnl`	Detecting and Processing Unsuspected Sensitive Variables for Robust Machine Learning. Algorithms Laurent Risser, Agustin Martin Picard, Lucas Hervier, Jean-Michel Loubes
2023	J	`jnl`	Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization. CoRR Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin Martin Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Rémi Cadène, Laurent Gardes, Thomas Serre
2022	J	`jnl`	A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis. CoRR Laurent Risser, Agustin Martin Picard, Lucas Hervier, Jean-Michel Loubes
2022	J	`jnl`	CRAFT: Concept Recursive Activation FacTorization for Explainability. CoRR Thomas Fel, Agustin Martin Picard, Louis Béthune, Thibaut Boissin, David Vigouroux, Julien Colin, Rémi Cadène, Thomas Serre
2022	J	`jnl`	Xplique: A Deep Learning Explainability Toolbox. CoRR Thomas Fel, Lucas Hervier, David Vigouroux, Antonin Poché, Justin Plakoo, Rémi Cadène, Mathieu Chalvidal, Julien Colin, Thibaut Boissin, Louis Béthune, Agustin Martin Picard, Claire Nicodeme, Laurent Gardes, Grégory Flandin, Thomas Serre