Asadi, Nader

6 publications

ICMLW 2024 Combining Pre-Trained LoRA Modules Improves Few-Shot Adaptation of Foundation Models to New Tasks Nader Asadi, Mahdi Beitollahi, Yasser H. Khalil, Yinchuan Li, Guojun Zhang, Xi Chen

TMLR 2024 DFML: Decentralized Federated Mutual Learning Yasser H. Khalil, Amir Hossein Estiri, Mahdi Beitollahi, Nader Asadi, Sobhan Hemati, Xu Li, Guojun Zhang, Xi Chen

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

ICLR 2022 New Insights on Reducing Abrupt Representation Change in Online Continual Learning Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, 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 Tackling Online One-Class Incremental Learning by Removing Negative Contrasts Nader Asadi, Sudhir Mudur, Eugene Belilovsky