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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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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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Collage: Automated Integration of Deep Learning Backends


Nov 01, 2021
Byungsoo Jeon, Sunghyun Park, Peiyuan Liao, Sheng Xu, Tianqi Chen, Zhihao Jia


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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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Trajectory-based Reinforcement Learning of Non-prehensile Manipulation Skills for Semi-Autonomous Teleoperation


Sep 27, 2021
Sangbeom Park, Yoonbyung Chai, Sunghyun Park, Jeongeun Park, Kyungjae Lee, Sungjoon Choi


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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers


Sep 10, 2021
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Donghyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, Suk Hyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woomyoung Park, Nako Sung

* Accepted to EMNLP2021 as a long paper 

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Learning Slice-Aware Representations with Mixture of Attentions


Jun 04, 2021
Cheng Wang, Sungjin Lee, Sunghyun Park, Han Li, Young-Bum Kim, Ruhi Sarikaya

* Findings of the ACL: ACL-IJCNLP 2021 

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Handling Long-Tail Queries with Slice-Aware Conversational Systems


Apr 26, 2021
Cheng Wang, Sun Kim, Taiwoo Park, Sajal Choudhary, Sunghyun Park, Young-Bum Kim, Ruhi Sarikaya, Sungjin Lee

* Published at ICLR 2021 Workshop on Weakly Supervised Learning 

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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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Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration


Mar 04, 2021
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya


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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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A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems


Oct 23, 2020
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya


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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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