Building Knowledge That’s Truly Implementable Tomorrow

NeurIPS 2018

DropMax: Adaptive Variational Softmax

Haebeom Lee, Juho Lee, Saehoon Kim, Eunho Yang and Sung Ju Hwang

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NeurIPS 2018 Workshop on Metalearning

TAEML: Task-Adaptive Ensemble of Meta-Learners

Minseop Park, Saehoon Kim, Jungtaek Kim, Yanbin Liu and Seungjin Choi

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ICML 2018

Bucket Renormalization for Approximate Inference

Sungsoo Ahn, Michael Chertkov, Adrian Weller and Jinwoo Shin

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Bo Zhao, Xinwei Sun, Yanwei Fu, Yuan Yao and Yizhou Wang

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ICML 2018

Deep Asymmetric Multi-task Feature Learning

Hae Beom Lee, Eunho Yang and Sung Ju Hwang

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ICLR 2018

Lifelong Learning with Dynamically Expandable Networks

Jaehong Yoon, Eunho Yang, Jeongtae Lee and Sungju Hwang

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NIPS 2017 Workshop on Bayesian Optimization

Learning to Transfer Initializations for Bayesian Hyperparameter Optimization

Jungtaek Kim, Saehoon Kim and Seungjin Choi

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AAAI 2018

Product Quantized Translation for Fast Nearest Neighbor Search

Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, and Hee-Kap Ahn

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AAAI 2018

On the Optimal Bit Complexity of Circulant Binary Embedding

Saehoon Kim, Jungtaek Kim and Seungjin Choi

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Eunho Yang and A. Lozano

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