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Victor Boutin
Victor Boutin
Brown University and Artificial and Natural Intelligence Toulouse Institute (ANITI)
Verified email at brown.edu
Title
Cited by
Cited by
Year
Sparse Deep Predictive Coding captures contour integration capabilities of the early visual cortex
V Boutin, A Franciosini, F Chavane, F Ruffier, L Perrinet
PLOS Computational Biology, 2021
38*2021
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
T Fel, V Boutin, M Moayeri, R Cadène, L Bethune, M Chalvidal, T Serre
Advances in Neural Information Processing Systems 36, 2023
152023
Effect of top-down connections in Hierarchical Sparse Coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Neural Computation 32 (1), 2279 - 2309, 2020
152020
A robust event-driven approach to always-on object recognition
A Grimaldi, V Boutin, SH Ieng, R Benosman, LU Perrinet
Neural Networks, 106415, 2024
112024
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization
T Fel, T Boissin, V Boutin, A Picard, P Novello, J Colin, D Linsley, ...
Advances in Neural Information Processing Systems 36, 2023
102023
Iterative VAE as a predictive brain model for out-of-distribution generalization
V Boutin, A Zerroug, M Jung, T Serre
Workshops at Neural and Information Processing Systems 34, 2020
92020
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?
V Boutin, T Fel, L Singhal, R Mukherji, A Nagaraj, J Colin, T Serre
Proceedings of the 40th International Conference on Machine Learning 202 …, 2023
82023
A homeostatic gain control mechanism to improve event-driven object recognition
A Grimaldi, V Boutin, L Perrinet, SH Ieng, R Benosman
2021 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2021
82021
Pooling strategies in V1 can account for the functional and structural diversity across species
V Boutin, A Franciosini, F Chavane, LU Perrinet
PLOS Computational Biology 18 (7), e1010270, 2022
6*2022
M2APix: A Bio-Inspired Auto-Adaptive Visual Sensor for Robust Ground Height Estimation
J Dupeyroux, V Boutin, JR Serres, LU Perrinet, S Viollet
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018
62018
Diversity vs. Recognizability: Human-like generalization in one-shot generative models
V Boutin, L Singhal, X Thomas, T Serre
Advances in Neural Information Processing Systems 35, 20933--20946, 2022
42022
Modelling complex cells of early visual cortex using predictive coding
A Franciosini, V Boutin, L Perrinet
28th Annual Computational Neuroscience Meeting, 2019
32019
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
V Boutin, R Mukherji, A Agrawal, S Muzellec, T Fel, T Serre, R VanRullen
arXiv preprint arXiv:2406.06079, 2024
2024
Saliency Strikes Back: How Filtering out High Frequencies Improves White-Box Explanations
S Muzellec, T Fel, V Boutin, L Andeol, T Fel, R VanRullen, T Serre
Proceedings of the 41st International Conference on Machine Learning, arXiv …, 2024
2024
From biological vision to unsupervised hierarchical sparse coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Itwist 2018, 2018
2018
A robust bio-inspired approach to event-driven object recognition
A Grimaldi, V Boutin, SH Ieng, L Perrinet, R Benosman
Workshop on Emerging Visual sensors
V Boutin
An adaptive homeostatic algorithm for the unsupervised learning of visual features
V Boutin, A Franciosini, L Perrinet
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Articles 1–18