Sangdoo Yun

Best Publications

• CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

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  4462
  Citations

• Character Region Awareness for Text Detection

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  1037
  Citations

• CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features

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  688
  Citations

• What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

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  610
  Citations

• A Comprehensive Overhaul of Feature Distillation

  Byeongho Heo;Jeesoo Kim;Sangdoo Yun;Hyojin Park

  604
  Citations

• Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning

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  573
  Citations

• Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons

  Byeongho Heo;Minsik Lee;Sangdoo Yun;Jin Young Choi

  528
  Citations

• Attentional Correlation Filter Network for Adaptive Visual Tracking

  Jongwon Choi;Hyung Jin Chang;Sangdoo Yun;Tobias Fischer

  353
  Citations

• OCR-Free Document Understanding Transformer

  Unknown

  237
  Citations

• The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification.

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  188
  Citations

• Knowledge Distillation with Adversarial Samples Supporting Decision Boundary

  Byeongho Heo;Minsik Lee;Sangdoo Yun;Jin Young Choi

  135
  Citations

• Learning De-biased Representations with Biased Representations

  Hyojin Bahng;Sanghyuk Chun;Sangdoo Yun;Jaegul Choo

  115
  Citations

• Weakly Supervised Semantic Segmentation using Out-of-Distribution Data

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  107
  Citations

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

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  98
  Citations

• Context-aware Deep Feature Compression for High-speed Visual Tracking

  Jongwon Choi;Hyung Jin Chang;Tobias Fischer;Sangdoo Yun;Sangdoo Yun

  95
  Citations

• AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights

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  90
  Citations

• Rethinking Spatial Dimensions of Vision Transformers

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  90
  Citations

• Rethinking Channel Dimensions for Efficient Model Design

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  89
  Citations

• Spiking Neural Network Using Synaptic Transistors and Neuron Circuits for Pattern Recognition With Noisy Images

  Hyungjin Kim;Sungmin Hwang;Jungjin Park;Sangdoo Yun

  80
  Citations

• AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights

  Unknown

  72
  Citations