Oleksiy Ostapenko
Oleksiy Ostapenko
Bestätigte E-Mail-Adresse bei umontreal.ca
Titel
Zitiert von
Zitiert von
Jahr
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
852019
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
39*2020
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
92019
Pruning at a glance: Global neural pruning for model compression
A Salama, O Ostapenko, T Klein, M Nabi
arXiv preprint arXiv:1912.00200, 2019
82019
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
72019
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
22021
Pruning at a glance: A structured class-blind pruning technique for model compression
A Salama, O Ostapenko, M Nabi, T Klein
22018
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
2021
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
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning Download PDF
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
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