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Victor Boutin
Victor Boutin
Brown University and Artificial and Natural Intelligence Toulouse Institute (ANITI)
E-mailová adresa ověřena na: brown.edu
Název
Citace
Citace
Rok
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
312021
Effect of top-down connections in Hierarchical Sparse Coding
V Boutin, A Franciosini, F Ruffier, L Perrinet
Neural Computation 32 (1), 2279 - 2309, 2020
142020
A robust event-driven approach to always-on object recognition
A Grimaldi, V Boutin, SH Ieng, R Benosman, L Perrinet
Authorea Preprints, 2023
112023
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
92023
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
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
82020
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
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
52023
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
42023
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
22022
Modelling Complex Cells of Early Visual Cortex using Predictive Coding
A Franciosini, V Boutin, L Perrinet
28th Annual Computational Neuroscience Meeting, 2019
12019
An adaptive homeostatic algorithm for the unsupervised learning of visual features
V Boutin, A Franciosini, L Perrinet
2018
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
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Články 1–16