Davari, MohammadReza

8 publications

ICMLW 2024 Model Breadcrumbs: Scalable Upcycling of Finetuned Foundation Models via Sparse Task Vectors Merging MohammadReza Davari, Eugene Belilovsky

ECCV 2024 Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks MohammadReza Davari, Eugene Belilovsky

ICML 2023 Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning Nader Asadi, Mohammadreza Davari, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky

ICLR 2023 Reliability of CKA as a Similarity Measure in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

NeurIPSW 2022 Deceiving the CKA Similarity Measure in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

ICLRW 2022 On the Inadequacy of CKA as a Measure of Similarity in Deep Learning MohammadReza Davari, Stefan Horoi, Amine Natik, Guillaume Lajoie, Guy Wolf, Eugene Belilovsky

CVPR 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning MohammadReza Davari, Nader Asadi, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky

NeurIPSW 2021 Probing Representation Forgetting in Continual Learning MohammadReza Davari, Eugene Belilovsky