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Praveen K. Pilly

3 papers · 2019–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 📈 Trend Setter

Venues

ACML (1) ICLR (1) IJCAI (1)

Top co-authors

Soheil Kolouri (3) Jingfeng Wu (1) Aditya Krishnan (1) Haoran Li (1) Nicholas A. Ketz (1) Andrea Soltoggio (1) Mohammad Rostami (1) Vladimir braverman (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Deep Learning (2) Artificial Intelligence (1) Architectures (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

catastrophic forgetting (3) continual learning (2) lifelong learning (1) generative model (1) experience replay (1) elastic weight consolidation (1) linear sketching (1) neural network (1) importance matrix (1) synaptic consolidation (1) representation learning (1) complementary learning system (1) structural regularization (1)

Papers

Lifelong Learning with Sketched Structural Regularization ACML 2021 Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations ICLR 2020 Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay IJCAI 2019