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Ildoo Kim

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Contrastive Regularization for Semi-Supervised Learning

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Jan 17, 2022
Doyup Lee, Sungwoong Kim, Ildoo Kim, Yeongjae Cheon, Minsu Cho, Wook-Shin Han

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The Medical Segmentation Decathlon

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Jun 10, 2021
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso

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Spatially Consistent Representation Learning

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Mar 10, 2021
Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim

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ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision

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Feb 05, 2021
Wonjae Kim, Bokyung Son, Ildoo Kim

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Learning Loss for Test-Time Augmentation

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Oct 22, 2020
Ildoo Kim, Younghoon Kim, Sungwoong Kim

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AutoCLINT: The Winning Method in AutoCV Challenge 2019

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May 09, 2020
Woonhyuk Baek, Ildoo Kim, Sungwoong Kim, Sungbin Lim

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torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models

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Apr 21, 2020
Chiheon Kim, Heungsub Lee, Myungryong Jeong, Woonhyuk Baek, Boogeon Yoon, Ildoo Kim, Sungbin Lim, Sungwoong Kim

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Spatially Attentive Output Layer for Image Classification

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Apr 16, 2020
Ildoo Kim, Woonhyuk Baek, Sungwoong Kim

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Scalable Neural Architecture Search for 3D Medical Image Segmentation

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Jun 13, 2019
Sungwoong Kim, Ildoo Kim, Sungbin Lim, Woonhyuk Baek, Chiheon Kim, Hyungjoo Cho, Boogeon Yoon, Taesup Kim

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Fast AutoAugment

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May 25, 2019
Sungbin Lim, Ildoo Kim, Taesup Kim, Chiheon Kim, Sungwoong Kim

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