Saha, Gobinda

8 publications

TMLR 2025 Amphibian: A Meta-Learning Framework for Rehearsal-Free, Fast Online Continual Learning Gobinda Saha, Kaushik Roy

AAAI 2025 SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy

TMLR 2024 CoDeC: Communication-Efficient Decentralized Continual Learning Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy

TMLR 2024 Deep Unlearning: Fast and Efficient Gradient-Free Class Forgetting Sangamesh Kodge, Gobinda Saha, Kaushik Roy

TMLR 2024 Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation for Decentralized Learning Deepak Ravikumar, Gobinda Saha, Sai Aparna Aketi, Kaushik Roy

AAAI 2023 Continual Learning with Scaled Gradient Projection Gobinda Saha, Kaushik Roy

WACV 2023 Saliency Guided Experience Packing for Replay in Continual Learning Gobinda Saha, Kaushik Roy

ICLR 2021 Gradient Projection Memory for Continual Learning Gobinda Saha, Isha Garg, Kaushik Roy