Building Knowledge That’s Truly Implementable Tomorrow

ACL 2019

Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data

Moonsu Han, Minki Kang, Hyunwoo Jung, Sung Ju Hwang

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ICML 2019

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh

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ICML 2019 (full oral presentation)

Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior

* Fadhel Ayed, * Juho Lee, François Caron (* indicates equal contribution)

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ICML 2019 (full oral presentation)

Trimming the ℓ 1 Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning

Jihun Yun, Peng Zheng, Aurelie Lozano, Aleksandr Aravkin, Eunho Yang

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ICML 2019

Learning What and Where to Transfer

Yunhun Jang, Hankook Lee, Sung Ju Hwang, Jinwoo Shin

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ICML 2019

Spectral Approximate Inference

Sejun Park, Eunho Yang, Se-Young Yun, Jinwoo Shin

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ICML 2019

Training CNNs with Selective Allocation of Channels

Jongheon Jeong, Jinwoo Shin

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ICML 2019

Robust Inference via Generative Classifiers for Handling Noisy Labels

Kimin Lee, Sukmin Yun, Kibok Lee, Honglak Lee, Bo Li, Jinwoo Shin

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arXiv'19

ORACLE: Order Robust Adaptive Continual Learning

Jaehong Yoon, Saehoon Kim, Eunho Yang and Sung Ju Hwang

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ICLR 2019

InstaGAN: Instance-aware Image-to-Image Translation

Sangwoo Mo, Minsu Cho and Jinwoo Shin

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