Search Results for author: Xiaotian Duan

Found 6 papers, 3 papers with code

HAT-CL: A Hard-Attention-to-the-Task PyTorch Library for Continual Learning

1 code implementation18 Jul 2023 Xiaotian Duan

Catastrophic forgetting, the phenomenon in which a neural network loses previously obtained knowledge during the learning of new tasks, poses a significant challenge in continual learning.

Continual Learning Hard Attention

Regression Enrichment Surfaces: a Simple Analysis Technique for Virtual Drug Screening Models

1 code implementation1 Jun 2020 Austin Clyde, Xiaotian Duan, Rick Stevens

We present a new method for understanding the performance of a model in virtual drug screening tasks.


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