Learning to Generalize to Unseen Tasks with Bilevel Optimization

Hayeon Lee, Donghyun Na, Hae Beom Lee, Sung Ju Hwang, Aug 2019


SVOD: Stochastic Video Object Detection

Bruno Andreis, Jeongun Ryu, Sung Ju Hwang, May 2019


Uncertainty-Aware Deep Temporal Asymmetric Multi-task Learning

Tuan Nguyen, Hyewon Jeong, Eunho Yang, Sung Ju Hwang, May 2019



Learning Spatial Relationships for Cross Modal Retrieval

Hayeon Lee, Wonjun Yoon, Jinseok Park, Daeshik Kim, Sung Ju Hwang, Mar 2019



Mixed Effect Composite RNN-GP: A Personalized and Reliable Prediction Model for Healthcare

Ingyo Chung, Saehoon Kim, Juho Lee, Sung Ju Hwang, Eunho Yang, Jun 2018



Adaptive Network Sparsification with Dependent Beta-Bernoulli Dropout

Juho Lee, Saehoon Kim, Haebeom Lee, Jaehong Yoon, Eunho Yang, and Sung Ju Hwang,  May 2018



Hierarchical Maximum-Margin Clustering

Guang-Tong Zhou, Sung Ju Hwang, Mark Schmidt, Leonid Sigal and Greg Mori, Feb 2015

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