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DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games

Apr 27, 2022
Hojoon Lee, Dongyoon Hwang, Hyunseung Kim, Byungkun Lee, Jaegul Choo

* Accepted to WWW 2022 

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3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations

Mar 12, 2022
Minsoo Lee, Chaeyeon Chung, Hojun Cho, Minjung Kim, Sanghun Jung, Jaegul Choo, Minhyuk Sung

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Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE

Dec 21, 2021
Kangyeol Kim, Sunghyun Park, Junsoo Lee, Joonseok Lee, Sookyung Kim, Jaegul Choo, Edward Choi

* 24 pages; Accepted to BMVC 2021 

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CG-NeRF: Conditional Generative Neural Radiance Fields

Dec 07, 2021
Kyungmin Jo, Gyumin Shim, Sanghun Jung, Soyoung Yang, Jaegul Choo

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Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)

Nov 16, 2021
Taewon Kang, Sunghyun Park, Seunghwan Choi, Jaegul Choo

* 4 pages, 3 figures 

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AnimeCeleb: Large-Scale Animation CelebFaces Dataset via Controllable 3D Synthetic Models

Nov 15, 2021
Kangyeol Kim, Sunghyun Park, Jaeseong Lee, Sunghyo Chung, Junsoo Lee, Jaegul Choo

* 10 pages 

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AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain

Oct 26, 2021
Jimin Hong, Taehee Kim, Hyesu Lim, Jaegul Choo

* EMNLP2021 Accepted 

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Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children

Oct 22, 2021
Jungsoo Lee, Jooyeol Yun, Sunghyun Park, Yonggyu Kim, Jaegul Choo

* Accepted to BMVC 2021 

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Natural Attribute-based Shift Detection

Oct 18, 2021
Jeonghoon Park, Jimin Hong, Radhika Dua, Daehoon Gwak, Yixuan Li, Jaegul Choo, Edward Choi

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BiaSwap: Removing dataset bias with bias-tailored swapping augmentation

Aug 23, 2021
Eungyeup Kim, Jihyeon Lee, Jaegul Choo

* Accepted to ICCV'21 

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Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation

Aug 19, 2021
Sanghun Jung, Jungsoo Lee, Daehoon Gwak, Sungha Choi, Jaegul Choo

* Accepted to ICCV 2021 (Oral Presentation) 

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MOI-Mixer: Improving MLP-Mixer with Multi Order Interactions in Sequential Recommendation

Aug 17, 2021
Hojoon Lee, Dongyoon Hwang, Sunghwan Hong, Changyeon Kim, Seungryong Kim, Jaegul Choo

* 9 pages 

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Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images

Jul 19, 2021
Nyoungwoo Lee, Suwon Shin, Jaegul Choo, Ho-Jin Choi, Sung-Hyun Myaeng

* Accepted by ACL 2021 

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Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects

Jul 04, 2021
Eungyeup Kim, Sanghyeon Lee, Jeonghoon Park, Somi Choi, Choonghyun Seo, Jaegul Choo

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Learning Debiased Representation via Disentangled Feature Augmentation

Jul 03, 2021
Eungyeup Kim, Jungsoo Lee, Juyoung Lee, Jihyeon Lee, Jaegul Choo

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An Empirical Experiment on Deep Learning Models for Predicting Traffic Data

May 12, 2021
Hyunwook Lee, Cheonbok Park, Seungmin Jin, Hyeshin Chu, Jaegul Choo, Sungahn Ko

* 6 pages, 3 figures, accepted at 37th IEEE International Conference on Data Engineering (ICDE 2021) 

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Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation

May 07, 2021
Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Sujin Jang, Jaegul Choo, Youngbin Kim

* Accepted to NAACL 2021 

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RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

Mar 31, 2021
Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne Kim, Seungryong Kim, Jaegul Choo

* Accepted to CVPR 2021 (Oral) 

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VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization

Mar 31, 2021
Seunghwan Choi, Sunghyun Park, Minsoo Lee, Jaegul Choo

* Accepted to CVPR 2021 

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K-Hairstyle: A Large-scale Korean hairstyle dataset for virtual hair editing and hairstyle classification

Feb 11, 2021
Taewoo Kim, Chaeyeon Chung, Sunghyun Park, Gyojung Gu, Keonmin Nam, Wonzo Choe, Jaesung Lee, Jaegul Choo

* hair dataset, classification, segmentation, hair dyeing, hairstyle translation 

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Evaluation of Out-of-Distribution Detection Performance of Self-Supervised Learning in a Controllable Environment

Nov 26, 2020
Jeonghoon Park, Kyungmin Jo, Daehoon Gwak, Jimin Hong, Jaegul Choo, Edward Choi

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Knowledge Graph-based Question Answering with Electronic Health Records

Oct 19, 2020
Junwoo Park, Youngwoo Cho, Haneol Lee, Jaegul Choo, Edward Choi

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Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation

Oct 18, 2020
Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, Jaegul Choo

* 10 pages, 4 figures 

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Neural Ordinary Differential Equations for Intervention Modeling

Oct 16, 2020
Daehoon Gwak, Gyuhyeon Sim, Michael Poli, Stefano Massaroli, Jaegul Choo, Edward Choi

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Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

Oct 16, 2020
Sunghyun Park, Kangyeol Kim, Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, Edward Choi

* 21 pages 

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HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks

Sep 18, 2020
Heungseok Park, Yoonsoo Nam, Ji-Hoon Kim, Jaegul Choo

* Will be presented at IEEE VAST 2020 and published in IEEE Transactions on Visualization and Computer Graphics 

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