Probing representation forgetting in supervised and unsupervised continual learning MR Davari, N Asadi, S Mudur, R Aljundi, E Belilovsky Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 72 | 2022 |
Reliability of CKA as a Similarity Measure in Deep Learning MR Davari, S Horoi, A Natik, G Lajoie, G Wolf, E Belilovsky The Eleventh International Conference on Learning Representations (ICLR), 2023 | 24 | 2023 |
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning N Asadi, MR Davari, S Mudur, R Aljundi, E Belilovsky International Conference on Machine Learning (ICML), 2023 | 15 | 2023 |
On the inadequacy of CKA as a measure of similarity in deep learning MR Davari, S Horoi, A Natik, G Lajoie, G Wolf, E Belilovsky ICLR 2022 Workshop on Geometrical and Topological Representation Learning, 2022 | 12 | 2022 |
TIMBERT: Toponym Identifier For The Medical Domain Based on BERT MR Davari, L Kosseim, T Bui Proceedings of the 28th International Conference on Computational …, 2020 | 8 | 2020 |
Model breadcrumbs: Scaling multi-task model merging with sparse masks MR Davari, E Belilovsky arXiv preprint arXiv:2312.06795, 2023 | 6 | 2023 |
Toponym Identification in Epidemiology Articles-A Deep Learning Approach MR Davari, L Kosseim, TD Bui Lecture Notes in Computer Science (LNCS) 13452, 26-37, 2023 | 6* | 2023 |
Probing representation forgetting in continual learning MR Davari, E Belilovsky NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021 | 6 | 2021 |
Semantic Similarity Matching Using Contextualized Representations F Farahnak, E Mohammadi*, MR Davari*, ... Proceedings of the Canadian Conference on Artificial Intelligence, 2021 | 5 | 2021 |
ToxBuster: In-game Chat Toxicity Buster with BERT Z Yang, Y Maricar, MR Davari, N Grenon-Godbout, R Rabbany arXiv preprint arXiv:2305.12542, 2023 | 4 | 2023 |
Neural Network Approaches to Medical Toponym Recognition MR Davari Concordia University, 2020 | 3 | 2020 |
Deceiving the CKA Similarity Measure in Deep Learning MR Davari, S Horoi, A Natik, G Lajoie, G Wolf, E Belilovsky NeurIPS ML Safety Workshop, 2022 | 1 | 2022 |
Clac at semeval-2024 task 2: Faithful clinical trial inference J Marks, MR Davari, L Kosseim Proceedings of the 18th International Workshop on Semantic Evaluation …, 2024 | | 2024 |
Model Breadcrumbs: Crafting Multi-Task Models from Pre-Existing Fine-Tuned Foundation Models MR Davari, E Belilovsky | | |