Refereed Conference Proceedings

Model breadcrumbs: Scaling multi-task model merging with sparse masks

MohammadReza Davari and Eugene Belilovsky (ECCV 2024)

CLaC at SemEval-2024 Task 2: Faithful Clinical Trial Inference

Jennifer Marks, MohammadReza Davari, and Leila Kosseim (SemEval 2024)

Scalable Upcycling of Finetuned Foundation Models via Sparse Task Vectors Merging

MohammadReza Davari and Eugene Belilovsky (ICML 2024 Workshop FM-Wild)

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning

Nader Asadi, MohammadReza Davari, Sudhir Mudur, Rahaf Aljundi, and Eugene Belilovsky (ICML 2023)

Reliability of CKA as a Similarity Measure in Deep Learning

MohammadReza Davari^*, Stefan Horoi^*, Amine Natik, Guillaume Lajoie, Guy Wolf, and Eugene Belilovsky (ICLR 2023)

Deceiving the CKA Similarity Measure in Deep Learning

MohammadReza Davari^*, Stefan Horoi^*, Amine Natik, Guillaume Lajoie, Guy Wolf and Eugene Belilovsky (NeurIPS ML Safety Workshop 2022)

Probing Representation Forgetting in Supervised and Unsupervised Continual Learning

MohammadReza Davari^*, Nader Asadi^*, Sudhir Mudur, Rahaf Aljundi and Eugene Belilovsky (CVPR 2022)

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 (ICLR GTRL Workshop 2022)

Probing Representation Forgetting in Continual Learning

MohammadReza Davari and Eugene Belilovsky (NeurIPS DistShift Workshop 2021)

Semantic Similarity Matching Using Contextualized Representations

Farhood Farahnak, Elham Mohammadi^*, MohammadReza Davari^*, and Leila Kosseim (CanAI 2021)

TIMBERT: Toponym Identifier For The Medical Domain Based on BERT

MohammdReza Davari, Leila Kosseim and Tien Bui (COLING 2020)

Toponym Identification in Epidemiology Articles - A Deep Learning Approach

MohammdReza Davari, Leila Kosseim and Tien Bui (CICLing 2019)

Best Poster Award