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Task-Agnostic Continual Reinforcement Learning: In Praise of a Simple Baseline


May 28, 2022
Massimo Caccia, Jonas Mueller, Taesup Kim, Laurent Charlin, Rasool Fakoor

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Deep Quantile Aggregation


Mar 16, 2021
Taesup Kim, Rasool Fakoor, Jonas Mueller, Alexander J. Smola, Ryan J. Tibshirani

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Visual Concept Reasoning Networks


Aug 26, 2020
Taesup Kim, Sungwoong Kim, Yoshua Bengio

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* Preprint 

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Variational Temporal Abstraction


Oct 02, 2019
Taesup Kim, Sungjin Ahn, Yoshua Bengio

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* Accepted in NeurIPS 2019 

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Scalable Neural Architecture Search for 3D Medical Image Segmentation


Jun 13, 2019
Sungwoong Kim, Ildoo Kim, Sungbin Lim, Woonhyuk Baek, Chiheon Kim, Hyungjoo Cho, Boogeon Yoon, Taesup Kim

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* 9 pages, 3 figures 

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Fast AutoAugment


May 25, 2019
Sungbin Lim, Ildoo Kim, Taesup Kim, Chiheon Kim, Sungwoong Kim

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* 8 pages, 2 figure 

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Edge-labeling Graph Neural Network for Few-shot Learning


May 04, 2019
Jongmin Kim, Taesup Kim, Sungwoong Kim, Chang D. Yoo

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* accepted to CVPR 2019 

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Bayesian Model-Agnostic Meta-Learning


Oct 29, 2018
Taesup Kim, Jaesik Yoon, Ousmane Dia, Sungwoong Kim, Yoshua Bengio, Sungjin Ahn

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* First two authors contributed equally. 15 pages with appendix including experimental details. Accepted in NIPS 2018 

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