publications

(*) denotes equal contribution.

2022

  1. ICML
    Maslow’s Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation
    Lee, S., Sarao Mannello, S., Clopath, C., Goldt, S., and Saxe, A.
    International Conference for Machine Learning (ICML) 2022

2021

  1. ICML
    Continual Learning in the Student-Teacher Setup: Impact of Task Similarity
    Lee, S., Goldt, S., and Saxe, A.
    International Conference for Machine Learning (ICML) 2021

2020

  1. MSR
    Fast and Memory-Efficient Neural Code Completion
    Svyatkovskoy, A. (*),  Lee, S. (*), Hadjitofi, A. (*), Riechert, M., Franco, J., and Allamanis, M. (*)
    Mining Software Repositories 2020

2019

  1. iEEE
    Mazeexplorer: A customisable 3d benchmark for assessing generalisation in reinforcement learning
    Harries, L. (*),  Lee, S. (*), Rzepecki, J., Hofmann, K., and Devlin, S.
    In 2019 IEEE Conference on Games (CoG) 2019