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Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform


Aug 21, 2021
Myungseo Song, Jinyoung Choi, Bohyung Han

* ICCV 2021 

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Unsupervised Learning of Debiased Representations with Pseudo-Attributes


Aug 06, 2021
Seonguk Seo, Joon-Young Lee, Bohyung Han


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MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators


Jul 15, 2021
Jinyoung Choi, Bohyung Han


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Open-Set Representation Learning through Combinatorial Embedding


Jun 29, 2021
Geeho Kim, Bohyung Han

* 12 pages, 4 figures 

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Exemplar-Based Open-Set Panoptic Segmentation Network


May 19, 2021
Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, Bohyung Han

* CVPR 2021 

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Learning Student-Friendly Teacher Networks for Knowledge Distillation


Feb 16, 2021
Dae Young Park, Moon-Hyun Cha, Changwook Jeong, Daesin Kim, Bohyung Han


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Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud


Oct 23, 2020
Seohyun Kim, Jaeyoo Park, Bohyung Han

* 15 pages, Accepted by NeurIPS 2020 

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Operation-Aware Soft Channel Pruning using Differentiable Masks


Jul 08, 2020
Minsoo Kang, Bohyung Han

* ICML 2020 

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Local-Global Video-Text Interactions for Temporal Grounding


Apr 16, 2020
Jonghwan Mun, Minsu Cho, Bohyung Han

* CVPR 2020; code available in https://github.com/JonghwanMun/LGI4temporalgrounding 

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Weakly Supervised Instance Segmentation by Deep Community Learning


Mar 06, 2020
Jaedong Hwang, Seohyun Kim, Jeany Son, Bohyung Han


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Weakly Supervised Instance Segmentation by Deep Multi-Task Community Learning


Jan 30, 2020
Seohyun Kim, Jaedong Hwang, Jeany Son, Bohyung Han


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Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning


Dec 04, 2019
Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han

* 9 pages, 5 figures, AAAI 2020 accepted 

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Towards Oracle Knowledge Distillation with Neural Architecture Search


Nov 29, 2019
Minsoo Kang, Jonghwan Mun, Bohyung Han

* accepted by AAAI-20 

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Reinforcing an Image Caption Generator Using Off-Line Human Feedback


Nov 21, 2019
Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut

* AAAI 2020 

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Fine-Grained Neural Architecture Search


Nov 18, 2019
Heewon Kim, Seokil Hong, Bohyung Han, Heesoo Myeong, Kyoung Mu Lee


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Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling


Oct 23, 2019
Heung-Chang Lee, Do-Guk Kim, Bohyung Han


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Regularizing Neural Networks via Stochastic Branch Layers


Oct 03, 2019
Wonpyo Park, Paul Hongsuck Seo, Bohyung Han, Minsu Cho

* ACML 2019 (oral) 

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Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation


Aug 08, 2019
Dongmin Park, Seokil Hong, Bohyung Han, Kyoung Mu Lee


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Learning to Optimize Domain Specific Normalization for Domain Generalization


Jul 09, 2019
Seonguk Seo, Yumin Suh, Dongwan Kim, Jongwoo Han, Bohyung Han


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Domain-Specific Batch Normalization for Unsupervised Domain Adaptation


May 27, 2019
Woong-Gi Chang, Tackgeun You, Seonguk Seo, Suha Kwak, Bohyung Han


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Context-Aware Zero-Shot Recognition


Apr 24, 2019
Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang


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Streamlined Dense Video Captioning


Apr 08, 2019
Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han

* CVPR 2019 

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Attentive Semantic Alignment with Offset-Aware Correlation Kernels


Oct 26, 2018
Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho

* ECCV 2018 accepted paper 

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Transfer Learning via Unsupervised Task Discovery for Visual Question Answering


Oct 03, 2018
Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han


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Confidence Calibration in Deep Neural Networks through Stochastic Inferences


Oct 01, 2018
Seonguk Seo, Paul Hongsuck Seo, Bohyung Han


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Real-Time MDNet


Aug 27, 2018
Ilchae Jung, Jeany Son, Mooyeol Baek, Bohyung Han

* 16 pages, 8 figures, accepted at ECCV 2018 

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