Victor Boutin

According to our database, Victor Boutin authored at least 18 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization.

Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin Martin Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Rémi Cadène, Laurent Gardes, Thomas Serre

CoRR, 2023

PIoT: A Performance IoT Simulation System for a Large-Scale City-Wide Assessment.

Abbas Dehghani Firouzabadi, Hakim Mellah, Orestes Manzanilla-Salazar, Reza Khalvandi, Vincent Therrien, Victor Boutin, Brunilde Sansò

IEEE Access, 2023

Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization.

Thomas Fel, Thibaut Boissin, Victor Boutin, Agustin Picard, Paul Novello, Julien Colin, Drew Linsley, Tom Rousseau, Rémi Cadène, Lore Goetschalckx, Laurent Gardes, Thomas Serre

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation.

Thomas Fel, Victor Boutin, Louis Béthune, Rémi Cadène, Mazda Moayeri, Léo Andéol, Mathieu Chalvidal, Thomas Serre

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the International Conference on Machine Learning, 2023

2022

Pooling strategies in V1 can account for the functional and structural diversity across species.

Victor Boutin, Angelo Franciosini, Frédéric Chavane, Laurent U. Perrinet

PLoS Comput. Biol., 2022

Framework for Vertical Performance Assessment in Very Large-Scale Cellular Networks.

Orestes Manzanilla-Salazar, Victor Boutin, Hakim Mellah, Constant Wette, Brunilde Sansò

IEEE Internet Things J., 2022

A Large-Scale Simulator for NB-IoT.

Vincent Therrien, Hakim Mellah, Victor Boutin, Brunilde Sansò

IEEE Access, 2022

Diversity vs. Recognizability: Human-like generalization in one-shot generative models.

Victor Boutin, Lakshya Singhal, Xavier Thomas, Thomas Serre

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Sparse deep predictive coding captures contour integration capabilities of the early visual system.

Victor Boutin, Angelo Franciosini, Frédéric Chavane, Franck Ruffier, Laurent Perrinet

PLoS Comput. Biol., 2021

A homeostatic gain control mechanism to improve event-driven object recognition.

Antoine Grimaldi, Victor Boutin, Laurent Perrinet, Sio-Hoi Ieng, Ryad Benosman

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

Simulating Large-Scale 5G Networks.

Victor Boutin, Hakim Mellah, Constant Wette, Brunilde Sansò

Proceedings of the 4th IEEE 5G World Forum, 2021

Offloading autonomous vehicle machine learning algorithms to the 5G edge: A proof of concept implementation.

Victor Boutin, Alexis Hannart, Abderrahim Essaidi, Brunilde Sansò

Proceedings of the 4th IEEE 5G World Forum, 2021

2020

Effect of Top-Down Connections in Hierarchical Sparse Coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet

Neural Comput., 2020

Iterative VAE as a predictive brain model for out-of-distribution generalization.

Victor Boutin, Aimen Zerroug, Minju Jung, Thomas Serre

CoRR, 2020

2019

Meaningful representations emerge from Sparse Deep Predictive Coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent Perrinet

CoRR, 2019

2018

From biological vision to unsupervised hierarchical sparse coding.

Victor Boutin, Angelo Franciosini, Franck Ruffier, Laurent U. Perrinet

CoRR, 2018

M²APix: A Bio-Inspired Auto-Adaptive Visual Sensor for Robust Ground Height Estimation.

Julien Dupeyroux, Victor Boutin, Julien R. Serres, Laurent U. Perrinet, Stéphane Viollet

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018