Victor Boutin - RankMe

34 papers A* 8C 2Journal 21Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Modal Redundancy and the Geometry of Vision-Language Embeddings. CoRR Grégoire Dhimoïla, Thomas Fel, Victor Boutin, Agustin M. Picard
2025	A*	`conf`	Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. ICML Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle
2025	J	`jnl`	Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. CoRR Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle
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
2025	A*	`conf`	Deep Sturm-Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions. ICML David Vigouroux, Joseba Dalmau, Louis Béthune, Victor Boutin
2025	J	`jnl`	Deep Sturm-Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions. CoRR David Vigouroux, Joseba Dalmau, Louis Béthune, Victor Boutin
2025	J	`jnl`	Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models. CoRR Louis Béthune, David Vigouroux, Yilun Du, Rufin VanRullen, Thomas Serre, Victor Boutin
2024	A*	`conf`	Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks. NeurIPS Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen
2024	J	`jnl`	Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks. CoRR Victor Boutin, Rishav Mukherji, Aditya Agrawal, Sabine Muzellec, Thomas Fel, Thomas Serre, Rufin VanRullen
2024	J	`jnl`	Local vs distributed representations: What is the right basis for interpretability? CoRR Julien Colin, Lore Goetschalckx, Thomas Fel, Victor Boutin, Jay Gopal, Thomas Serre, Nuria Oliver
2024	A*	`conf`	Saliency strikes back: How filtering out high frequencies improves white-box explanations. ICML Sabine Muzellec, Thomas Fel, Victor Boutin, Léo Andéol, Rufin VanRullen, Thomas Serre
2023	A*	`conf`	A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation. NeurIPS Thomas Fel, Victor Boutin, Louis Béthune, Rémi Cadène, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre
2023	J	`jnl`	A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation. CoRR Thomas Fel, Victor Boutin, Mazda Moayeri, Rémi Cadène, Louis Béthune, Léo Andéol, Mathieu Chalvidal, Thomas Serre
2023	A*	`conf`	Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? ICML Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre
2023	J	`jnl`	Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? CoRR Victor Boutin, Thomas Fel, Lakshya Singhal, Rishav Mukherji, Akash Nagaraj, Julien Colin, Thomas Serre
2023	J	`jnl`	PIoT: A Performance IoT Simulation System for a Large-Scale City-Wide Assessment. IEEE Access Abbas Dehghani Firouzabadi, Hakim Mellah, Orestes Manzanilla-Salazar, Reza Khalvandi, Vincent Therrien, Victor Boutin, Brunilde Sansò
2023	A*	`conf`	Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization. NeurIPS Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin M. Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Rémi Cadène, Lore Goetschalckx, Laurent Gardes, Thomas Serre
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 Large-Scale Simulator for NB-IoT. IEEE Access Vincent Therrien, Hakim Mellah, Victor Boutin, Brunilde Sansò
2022	A*	`conf`	Diversity vs. Recognizability: Human-like generalization in one-shot generative models. NeurIPS Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre
2022	J	`jnl`	Diversity vs. Recognizability: Human-like generalization in one-shot generative models. CoRR Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre
2022	J	`jnl`	Framework for Vertical Performance Assessment in Very Large-Scale Cellular Networks. IEEE Internet Things J. Orestes Manzanilla-Salazar, Victor Boutin, Hakim Mellah, Constant Wette, Brunilde Sansò
2022	J	`jnl`	Pooling strategies in V1 can account for the functional and structural diversity across species. PLoS Comput. Biol. Victor Boutin, Angelo Franciosini, Frédéric Chavane, Laurent U. Perrinet
2021	C	`conf`	A homeostatic gain control mechanism to improve event-driven object recognition. CBMI Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman
2021	—	`conf`	Offloading autonomous vehicle machine learning algorithms to the 5G edge: A proof of concept implementation. 5GWF Victor Boutin, Alexis Hannart, Abderrahim Essaidi, Brunilde Sansò
2021	—	`conf`	Simulating Large-Scale 5G Networks. 5GWF Victor Boutin, Hakim Mellah, Constant Wette, Brunilde Sansò
2021	J	`jnl`	Sparse deep predictive coding captures contour integration capabilities of the early visual system. PLoS Comput. Biol. Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent Perrinet
2020	J	`jnl`	Effect of Top-Down Connections in Hierarchical Sparse Coding. Neural Comput. Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2020	J	`jnl`	Effect of top-down connections in Hierarchical Sparse Coding. CoRR Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2020	J	`jnl`	Iterative VAE as a predictive brain model for out-of-distribution generalization. CoRR Victor Boutin, Aimen Zerroug, Minju Jung, Thomas Serre
2019	J	`jnl`	Meaningful representations emerge from Sparse Deep Predictive Coding. CoRR Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet
2018	J	`jnl`	From biological vision to unsupervised hierarchical sparse coding. CoRR Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U. Perrinet
2018	C	`conf`	M ISCAS Julien Dupeyroux, Victor Boutin, Julien R. Serres, Laurent U. Perrinet, Stéphane Viollet