MohammadReza Davari
MohammadReza Davari
PhD Student, Concordia University and Mila Quebec AI Institute
Verified email at - Homepage
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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
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
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
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
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
Probing representation forgetting in continual learning
MR Davari, E Belilovsky
NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021
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
Semantic Similarity Matching Using Contextualized Representations
F Farahnak, E Mohammadi*, MR Davari*, ...
Proceedings of the Canadian Conference on Artificial Intelligence, 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
Model breadcrumbs: Scaling multi-task model merging with sparse masks
MR Davari, E Belilovsky
arXiv preprint arXiv:2312.06795, 2023
Neural Network Approaches to Medical Toponym Recognition
MR Davari
Concordia University, 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
Model Breadcrumbs: Crafting Multi-Task Models from Pre-Existing Fine-Tuned Foundation Models
MR Davari, E Belilovsky
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