Sebastian Lee

3 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge

Conferences

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)

Keywords

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