Massimo Caccia
Université de Montréal
H-index: 13
North America-Canada
Top articles of Massimo Caccia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? | arXiv preprint arXiv:2403.07718 | Alexandre Drouin Maxime Gasse Massimo Caccia Issam H Laradji Manuel Del Verme | 2024/3/12 |
Method and system for meaningful counterfactual explanations | 2024/4/16 | ||
Towards Compute-Optimal Transfer Learning | arXiv preprint arXiv:2304.13164 | Massimo Caccia Alexandre Galashov Arthur Douillard Amal Rannen-Triki Dushyant Rao | 2023/4/25 |
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research | JMLR 2023 | Jorg Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen | 2022/11/15 |
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges | Massimo Caccia Jonas Mueller Taesup Kim Laurent Charlin Rasool Fakoor | 2022 | |
Pretrained Language Model in Continual Learning: A Comparative Study | Tongtong Wu Massimo Caccia Zhuang Li Yuan-Fang Li Guilin Qi | 2021/10/6 | |
Continual Learning via Local Module Composition | Advances in Neural Information Processing Systems | Oleksiy Ostapenko Pau Rodriguez Massimo Caccia Laurent Charlin | 2021/12/6 |
Learning where to learn: Gradient sparsity in meta and continual learning | Advances in Neural Information Processing Systems | Johannes Von Oswald Dominic Zhao Seijin Kobayashi Simon Schug Massimo Caccia | 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 |
Understanding Continual Learning Settings with Data Distribution Drift Analysis | arXiv preprint arXiv:2104.01678 | Timothée Lesort Massimo Caccia Irina Rish | 2021/4/4 |
Beyond trivial counterfactual explanations with diverse valuable explanations | Pau Rodriguez Massimo Caccia Alexandre Lacoste Lee Zamparo Issam Laradji | 2021 | |
Synbols: Probing Learning Algorithms with Synthetic Datasets | Advances in Neural Information Processing Systems | Alexandre Lacoste Pau Rodríguez López Frédéric Branchaud-Charron Parmida Atighehchian Massimo Caccia | 2020 |
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning | NeurIPS 2020 | Massimo Caccia Pau Rodriguez Oleksiy Ostapenko Fabrice Normandin Min Lin | 2020/3/12 |
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions | Artificial Intelligence | Vincenzo Lomonaco Lorenzo Pellegrini Pau Rodriguez Massimo Caccia Qi She | 2022/2/1 |
Co-Authors
