Search Results for author: Seung-Woo Seo

Found 3 papers, 0 papers with code

Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning

no code implementations ICML 2020 Sang-Hyun Lee, Seung-Woo Seo

To address this challenge, previous imitation learning methods exploit task-specific knowledge, e. g., labeling demonstrations manually or specifying termination conditions for each sub-task.

Hierarchical structure Imitation Learning +1

RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning

no code implementations3 May 2021 Hankook Lee, Sungsoo Ahn, Seung-Woo Seo, You Young Song, Eunho Yang, Sung-Ju Hwang, Jinwoo Shin

Retrosynthesis, of which the goal is to find a set of reactants for synthesizing a target product, is an emerging research area of deep learning.

Contrastive Learning

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