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Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction


Apr 14, 2021
Wonkwang Lee, Whie Jung, Han Zhang, Ting Chen, Jing Yu Koh, Thomas Huang, Hyungsuk Yoon, Honglak Lee, Seunghoon Hong

* Accepted as a conference paper at ICLR 2021 

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SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data


Mar 29, 2021
Jinwoo Kim, Jaehoon Yoo, Juho Lee, Seunghoon Hong

* 19 pages, 20 figures 

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Improving Unsupervised Image Clustering With Robust Learning


Dec 21, 2020
Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha


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Variational Interaction Information Maximization for Cross-domain Disentanglement


Dec 08, 2020
HyeongJoo Hwang, Geon-Hyeong Kim, Seunghoon Hong, Kee-Eung Kim

* Published at NeurIPS 2020 

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High-Fidelity Synthesis with Disentangled Representation


Jan 13, 2020
Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee


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Diversity-Sensitive Conditional Generative Adversarial Networks


Jan 25, 2019
Dingdong Yang, Seunghoon Hong, Yunseok Jang, Tianchen Zhao, Honglak Lee

* Accepted as a conference paper at ICLR 2019 

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Learning Hierarchical Semantic Image Manipulation through Structured Representations


Aug 28, 2018
Seunghoon Hong, Xinchen Yan, Thomas Huang, Honglak Lee


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Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis


Jul 26, 2018
Seunghoon Hong, Dingdong Yang, Jongwook Choi, Honglak Lee

* CVPR 2018 

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Decomposing Motion and Content for Natural Video Sequence Prediction


Jan 08, 2018
Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee

* International Conference on Learning Representations (ICLR) 2017 

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Weakly Supervised Semantic Segmentation using Web-Crawled Videos


Jan 07, 2018
Seunghoon Hong, Donghun Yeo, Suha Kwak, Honglak Lee, Bohyung Han

* CVPR 2017 (Spotlight) 

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Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network


Dec 24, 2015
Seunghoon Hong, Junhyuk Oh, Bohyung Han, Honglak Lee


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Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation


Jun 17, 2015
Seunghoon Hong, Hyeonwoo Noh, Bohyung Han

* Added a link to the project page for more comprehensive illustration of results 

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Learning Deconvolution Network for Semantic Segmentation


May 17, 2015
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han


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Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network


Feb 24, 2015
Seunghoon Hong, Tackgeun You, Suha Kwak, Bohyung Han


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