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Sebastian Lee

3 papers · 2021–2025 · 2 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

Venues

ICML (2) ICLR (1)

Top co-authors

Stefano Sarao Mannelli (2) Andrew Saxe (2) Sebastian Goldt (2) Clémentine Carla Juliette Dominé (1) Andrew M Saxe (1) Devon Jarvis (1) Claudia Clopath (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Optimization & Theory (3) Deep Learning (2) Learning Types · Deep Learning (1) Techniques (1)

Keywords

continual learning (3) catastrophic forgetting (3) task similarity (2) knowledge transfer (1) weight initialization (1) teacher-student model (1) node activation (1) node re-use (1) neural network (1) learning theory (1) neural network specialization (1) multi-task learning (1) transfer learning (1)

Papers

A Theory of Initialisation's Impact on Specialisation ICLR 2025 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022 Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021