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Sangdoo Yun

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Observations on K-image Expansion of Image-Mixing Augmentation for Classification

Oct 08, 2021
Joonhyun Jeong, Sungmin Cha, Youngjoon Yoo, Sangdoo Yun, Taesup Moon, Jongwon Choi

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Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective

Oct 06, 2021
Luca Scimeca, Seong Joon Oh, Sanghyuk Chun, Michael Poli, Sangdoo Yun

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Progressive Transmission and Inference of Deep Learning Models

Oct 03, 2021
Youngsoo Lee, Sangdoo Yun, Yeonghun Kim, Sunghee Choi

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Normalization Matters in Weakly Supervised Object Localization

Jul 28, 2021
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak

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Rethinking Spatial Dimensions of Vision Transformers

Mar 30, 2021
Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh

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Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels

Jan 13, 2021
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun

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VideoMix: Rethinking Data Augmentation for Video Classification

Dec 07, 2020
Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Jinhyung Kim

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ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network

Jul 02, 2020
Dongyoon Han, Sangdoo Yun, Byeongho Heo, YoungJoon Yoo

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Slowing Down the Weight Norm Increase in Momentum-based Optimizers

Jun 15, 2020
Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Youngjung Uh, Jung-Woo Ha

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An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods

Mar 09, 2020
Sanghyuk Chun, Seong Joon Oh, Sangdoo Yun, Dongyoon Han, Junsuk Choe, Youngjoon Yoo

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