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Oleksiy Ostapenko
Oleksiy Ostapenko
Verified email at umontreal.ca
Title
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Cited by
Year
Learning to remember: A synaptic plasticity driven framework for continual learning
O Ostapenko, M Puscas, T Klein, P Jahnichen, M Nabi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
1702019
Online fast adaptation and knowledge accumulation: a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
arXiv preprint arXiv:2003.05856, 2020
92*2020
Continual learning via local module composition
O Ostapenko, P Rodriguez, M Caccia, L Charlin
Advances in Neural Information Processing Systems 34, 30298-30312, 2021
162021
Pruning at a glance: Global neural pruning for model compression
A Salama, O Ostapenko, T Klein, M Nabi
arXiv preprint arXiv:1912.00200, 2019
112019
Self-paced adversarial training for multimodal few-shot learning
F Pahde, O Ostapenko, PJ Hnichen, T Klein, M Nabi
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 218-226, 2019
112019
Prune your neurons blindly: Neural network compression through structured class-blind pruning
A Salama, O Ostapenko, T Klein, M Nabi
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
102019
Sequoia: A software framework to unify continual learning research
F Normandin, F Golemo, O Ostapenko, P Rodriguez, MD Riemer, ...
arXiv preprint arXiv:2108.01005, 2021
82021
Continual Learning with Foundational Models: An Empirical Study of Latent Replay
O Ostapenko, T Lesort, P Rodríguez, MR Arefin, A Douillard, I Rish, ...
CoLLAs 2022, 2022
4*2022
Pruning at a glance: A structured class-blind pruning technique for model compression
A Salama, O Ostapenko, M Nabi, T Klein
32018
Online fast adaptation and knowledge accumulation: a new approach to continual learning. March 2020
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
URL http://arxiv. org/abs, 2003
32003
Self-paced adversarial training for multimodal and 3D model few-shot learning
F Pahde, O Ostapenko, T Klein, M Nabi, M Puscas
US Patent 10,990,848, 2021
12021
Scaling the Number of Tasks in Continual Learning
T Lesort, O Ostapenko, D Misra, MR Arefin, P Rodríguez, L Charlin, I Rish
arXiv preprint arXiv:2207.04543, 2022
2022
Attention for Compositional Modularity
O Ostapenko, P Rodriguez, A Lacoste, L Charlin
NeurIPS'22 Workshop on All Things Attention: Bridging Different Perspectives …, 2022
2022
Generative adversarial network with dynamic capacity expansion for continual learning
M Puscas, M Nabi, T Klein, O Ostapenko
US Patent App. 16/711,134, 2021
2021
Learning to Remember what to Remember: A Synaptic Plasticity Driven Framework
O Ostapenko, M Puscas, T Klein, P Jähnichen, M Nabi
NeurIPS 2018 Continual Learning Workshop, https://marcpickett.com/cl2018/CL …, 2018
2018
Proposal for Master’s Thesis
O Ostapenko
2018
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning Open Website
L Caccia, M Caccia, L Charlin, P Rodriguez, O Ostapenko, I Rish
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