Refereed Conference Proceedings
Probing Representation Forgetting in Supervised and Unsupervised Continual Learning
MohammadReza Davari*, Nader Asadi*, Sudhir Mudur, Rahaf Aljundi and Eugene Belilovsky, In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), June 2022.* Equal contribution
Paper
On the Inadequacy of CKA as a Measure of Similarity in Deep Learning
MohammadReza Davari*, Stefan Horoi*, Amine Natik, Guillaume Lajoie, Guy Wolf and Eugene Belilovsky, In Proceedings of the ICLR 2022 Workshop on Geometrical and Topological Representation Learning (ICLR GTRL Workshop 2022), April 2022.* Equal contribution
Paper
Probing Representation Forgetting in Continual Learning
MohammadReza Davari and Eugene Belilovsky, In Proceedings of the NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications (NeurIPS DistShift Workshop 2021), December 2021.Paper
Semantic Similarity Matching Using Contextualized Representations
Farhood Farahnak, Elham Mohammadi*, MohammadReza Davari*, and Leila Kosseim, In Proceedings of the 34th Canadian Conference on Artificial Intelligence (CAIAC 2021), June 2021.* Equal contribution
Paper
TIMBERT: Toponym Identifier For The Medical Domain Based on BERT
MohammdReza Davari, Leila Kosseim and Tien Bui, In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020), December 2020.Paper