Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning
Ostapenko, Oleksiy, Puscas, Mihai, Klein, Tassilo, Jahnichen, Patrick, Nabi, Moin
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Differentiation of liability for committing administrative offenses
Ostapenko, Oleksiy
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (30.03.2023)
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (30.03.2023)
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Journal Article
Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning
Salama, Abdullah, Ostapenko, Oleksiy, Klein, Tassilo, Nabi, Moin
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Some issues of the administrative and jurisdiction activities of the territorial centers of recruitment and social support in Ukraine
Ostapenko, Oleksiy, Baik, Oksana
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (22.06.2023)
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (22.06.2023)
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Journal Article
Administrative and legal nature of information security
Ostapenko, Oleksiy, Baik, Oksana
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (30.09.2021)
Published in Visnik Nacional’nogo universitetu «Lvivska politehnika». Seria: Uridicni nauki (30.09.2021)
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Journal Article
Guiding Language Model Reasoning with Planning Tokens
Wang, Xinyi, Caccia, Lucas, Ostapenko, Oleksiy, Yuan, Xingdi, Wang, William Yang, Sordoni, Alessandro
Year of Publication 09.10.2023
Year of Publication 09.10.2023
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Journal Article
Continual Learning via Local Module Composition
Ostapenko, Oleksiy, Rodriguez, Pau, Caccia, Massimo, Charlin, Laurent
Year of Publication 15.11.2021
Year of Publication 15.11.2021
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Journal Article
Towards Modular LLMs by Building and Reusing a Library of LoRAs
Ostapenko, Oleksiy, Su, Zhan, Ponti, Edoardo Maria, Charlin, Laurent, Roux, Nicolas Le, Pereira, Matheus, Caccia, Lucas, Sordoni, Alessandro
Year of Publication 17.05.2024
Year of Publication 17.05.2024
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Journal Article
Self-Paced Adversarial Training for Multimodal Few-Shot Learning
Pahde, Frederik, Ostapenko, Oleksiy, Hnichen, Patrick Ja, Klein, Tassilo, Nabi, Moin
Published in 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2019)
Published in 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2019)
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Conference Proceeding
Challenging Common Assumptions about Catastrophic Forgetting
Lesort, Timothée, Ostapenko, Oleksiy, Misra, Diganta, Arefin, Md Rifat, Rodríguez, Pau, Charlin, Laurent, Rish, Irina
Year of Publication 10.07.2022
Year of Publication 10.07.2022
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Journal Article
Continual Learning with Foundation Models: An Empirical Study of Latent Replay
Ostapenko, Oleksiy, Lesort, Timothee, Rodríguez, Pau, Arefin, Md Rifat, Douillard, Arthur, Rish, Irina, Charlin, Laurent
Year of Publication 30.04.2022
Year of Publication 30.04.2022
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Journal Article