Oleksiy Ostapenko

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Determined Automatically

Top Venues

AAAI Bridge Program

Publications

Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni
Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR (2024)
Xinyi Wang, Lucas Caccia, Oleksiy Ostapenko, Xingdi Yuan, Alessandro Sordoni
Guiding Language Model Reasoning with Planning Tokens. CoRR (2023)
Oleksiy Ostapenko, Pau Rodríguez, Alexandre Lacoste, Laurent Charlin
From IID to the Independent Mechanisms assumption in continual learning. AAAI Bridge Program (2023)
Timothée Lesort, Oleksiy Ostapenko, Pau Rodríguez, Diganta Misra, Md Rifat Arefin, Laurent Charlin, Irina Rish
Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation. CoLLAs (2023)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Continual Learning with Foundation Models: An Empirical Study of Latent Replay. CoLLAs (2022)
Timothée Lesort, Oleksiy Ostapenko, Diganta Misra, Md Rifat Arefin, Pau Rodríguez, Laurent Charlin, Irina Rish
Scaling the Number of Tasks in Continual Learning. CoRR (2022)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Foundational Models for Continual Learning: An Empirical Study of Latent Replay. CoRR (2022)
Oleksiy Ostapenko, Pau Rodríguez, Massimo Caccia, Laurent Charlin
Continual Learning via Local Module Composition. CoRR (2021)
Fabrice Normandin, Florian Golemo, Oleksiy Ostapenko, Pau Rodríguez, Matthew D. Riemer, Julio Hurtado, Khimya Khetarpal, Dominic Zhao, Ryan Lindeborg, Timothée Lesort, Laurent Charlin, Irina Rish, Massimo Caccia
Sequoia: A Software Framework to Unify Continual Learning Research. CoRR (2021)
Oleksiy Ostapenko, Pau Rodríguez, Massimo Caccia, Laurent Charlin
Continual Learning via Local Module Composition. NeurIPS (2021)
Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Caccia, Issam H. Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning. CoRR (2020)
Massimo Caccia, Pau Rodríguez, Oleksiy Ostapenko, Fabrice Normandin, Min Lin, Lucas Page-Caccia, Issam Hadj Laradji, Irina Rish, Alexandre Lacoste, David Vázquez, Laurent Charlin
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning. NeurIPS (2020)
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi
Self-Paced Adversarial Training for Multimodal Few-Shot Learning. WACV (2019)
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi
Prune Your Neurons Blindly: Neural Network Compression through Structured Class-blind Pruning. ICASSP (2019)
Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CoRR (2019)
Oleksiy Ostapenko, Mihai Marian Puscas, Tassilo Klein, Patrick Jähnichen, Moin Nabi
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning. CVPR (2019)
Abdullah Salama, Oleksiy Ostapenko, Tassilo Klein, Moin Nabi
Pruning at a Glance: Global Neural Pruning for Model Compression. CoRR (2019)
Frederik Pahde, Oleksiy Ostapenko, Patrick Jähnichen, Tassilo Klein, Moin Nabi
Self Paced Adversarial Training for Multimodal Few-shot Learning. CoRR (2018)
Mykola Radchenko, Roman Radchenko, Oleksiy Ostapenko, Anatoliy Zubarev, Artem Hrych
Enhancing the Utilization of Gas Engine Module Exhaust Heat by Two-stage Chillers for Combined Electricity, Heat and Refrigeration. ICSAI (2018)