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Visual Concept Reasoning Networks

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

* Preprint 

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Variational Temporal Abstraction

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

* 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

* 9 pages, 3 figures 

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Fast AutoAugment

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

* 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

* 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

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

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PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples

May 21, 2018
Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman

* ICLR 2018 

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A Deep Reinforcement Learning Chatbot (Short Version)

Jan 20, 2018
Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeswar, Alexandre de Brebisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio

* 9 pages, 1 figure, 2 tables; presented at NIPS 2017, Conversational AI: "Today's Practice and Tomorrow's Potential" Workshop 

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A Deep Reinforcement Learning Chatbot

Nov 05, 2017
Iulian V. Serban, Chinnadhurai Sankar, Mathieu Germain, Saizheng Zhang, Zhouhan Lin, Sandeep Subramanian, Taesup Kim, Michael Pieper, Sarath Chandar, Nan Rosemary Ke, Sai Rajeshwar, Alexandre de Brebisson, Jose M. R. Sotelo, Dendi Suhubdy, Vincent Michalski, Alexandre Nguyen, Joelle Pineau, Yoshua Bengio

* 40 pages, 9 figures, 11 tables 

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Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition

Jul 19, 2017
Taesup Kim, Inchul Song, Yoshua Bengio

* INTERSPEECH 2017 

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Deep Directed Generative Models with Energy-Based Probability Estimation

Jun 10, 2016
Taesup Kim, Yoshua Bengio


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