Sanghyuk Chun
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features(2019)4,518 cited
- → Photorealistic Style Transfer via Wavelet Transforms(2019)377 cited
- → Probabilistic Embeddings for Cross-Modal Retrieval(2021)215 cited
- → Evaluating Weakly Supervised Object Localization Methods Right(2020)184 cited
- → Learning De-biased Representations with Biased Representations(2019)100 cited
- → Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels(2021)97 cited
- → Domain Generalization by Mutual-Information Regularization with Pre-trained Models(2022)95 cited
- → Few-shot Font Generation with Localized Style Representations and Factorization(2021)91 cited
- → Few-Shot Compositional Font Generation with Dual Memory(2020)84 cited