Oleksiy Ostapenko
Université de Montréal
H-index: 8
North America-Canada
Top articles of Oleksiy Ostapenko
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Guiding language model reasoning with planning tokens | arXiv preprint arXiv:2310.05707 | Xinyi Wang Lucas Caccia Oleksiy Ostapenko Xingdi Yuan Alessandro Sordoni | 2023/10/9 |
From IID to the Independent Mechanisms assumption in continual learning | Oleksiy Ostapenko Pau Rodríguez Alexandre Lacoste Laurent Charlin | 2023/6/4 | |
Generative adversarial network with dynamic capacity expansion for continual learning | 2023/1/3 | ||
A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts | Oleksiy Ostapenko Lucas Caccia Zhan Su Nicolas Le Roux Laurent Charlin | 2023/11/26 | |
Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation | Timothée Lesort Oleksiy Ostapenko Pau Rodríguez Diganta Misra Md Rifat Arefin | 2023/11/20 | |
Continual Learning with Foundational Models: An Empirical Study of Latent Replay | Oleksiy Ostapenko Timothee Lesort Pau Rodríguez Md Rifat Arefin Arthur Douillard | 2022/4/30 | |
Attention for Compositional Modularity | Oleksiy Ostapenko Pau Rodriguez Alexandre Lacoste Laurent Charlin | 2022 | |
Continual learning via local module composition | Advances in Neural Information Processing Systems | Oleksiy Ostapenko Pau Rodriguez Massimo Caccia Laurent Charlin | 2021/12/6 |
Sequoia: A software framework to unify continual learning research | arXiv preprint arXiv:2108.01005 | Fabrice Normandin Florian Golemo Oleksiy Ostapenko Pau Rodriguez Matthew D Riemer | 2021/8/2 |
Self-paced adversarial training for multimodal and 3D model few-shot learning | 2021/4/27 | ||
Online fast adaptation and knowledge accumulation (osaka): a new approach to continual learning | NeurIPS 2020 | Massimo Caccia Pau Rodriguez Oleksiy Ostapenko Fabrice Normandin Min Lin | 2020/3/12 |
Co-Authors
