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Honglak Lee

Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost

Oct 27, 2022
Sungjun Cho, Seonwoo Min, Jinwoo Kim, Moontae Lee, Honglak Lee, Seunghoon Hong

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* 19 pages, 8 figures

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UniCLIP: Unified Framework for Contrastive Language-Image Pre-training

Sep 27, 2022
Janghyeon Lee, Jongsuk Kim, Hyounguk Shon, Bumsoo Kim, Seung Hwan Kim, Honglak Lee, Junmo Kim

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* Neural Information Processing Systems (NeurIPS) 2022

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Grouping-matrix based Graph Pooling with Adaptive Number of Clusters

Sep 07, 2022
Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee

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* 10 pages, 3 figures

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Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

Jul 20, 2022
Yijie Guo, Qiucheng Wu, Honglak Lee

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* Published in AAAI 2022

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Pure Transformers are Powerful Graph Learners

Jul 06, 2022
Jinwoo Kim, Tien Dat Nguyen, Seonwoo Min, Sungjun Cho, Moontae Lee, Honglak Lee, Seunghoon Hong

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* 26 pages, 8 figures

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