Sebastian Lee

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@seblee97

ML PhD Student @ Imperial/UCL

student_teacher_catastrophic. Investigation of catastrophic forgetting in continual learning using student-teacher framework (MSc Thesis)

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inference_suboptimality. Replication of Inference Suboptimality in Variational Autoencoders (Cremer, Li, Duvenaud) ATML

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teacher_student_dynamics. Implementations of ODEs and simulations for learning dynamics in various teacher-student setups.

3

task_weighted_maml. MAML (Finn '17) with different sampling regimes for task selection in inner loop

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mnist_continual_learning_example. Jupyter Notebook

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key_door_env. Simple gridworld RL environment aimed at continual learning research.

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