Sohn, Kihyuk

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Sohn, K., Berthelot, D., Li, C.-L., Zhang, Z., Carlini, N., Cubuk, E. D., Kurakin, A., Zhang, H., & Raffel, C. (2020) · arXiv

Machine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning

Cited by 2,892

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Li, C.-L., Sohn, K., Yoon, J., & Pfister, T. (2021) · 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Industrial Vision Systems and Defect DetectionAnomaly Detection Techniques and Applications

Cited by 1,107

Feature Transfer Learning for Face Recognition With Under-Represented Data

Yin, X., Yu, X., Sohn, K., Liu, X., & Chandraker, M. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Face recognition and analysisFace and Expression Recognition

Cited by 346

Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval

Saito, K., Sohn, K., Zhang, X., Li, C.-L., Lee, C.-Y., Saenko, K., & Pfister, T. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Image Retrieval and Classification TechniquesMultimodal Machine Learning Applications

Cited by 145

Photorealistic Video Generation with Diffusion Models

Gupta, A., Yu, L., Sohn, K., Gu, X., Hahn, M., Fei-Fei, L., Essa, I., Jiang, L., & Lezama, J. (2023) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 83

Prefix Conditioning Unifies Language and Label Supervision

Saito, K., Sohn, K., Zhang, X., Li, C.-L., Lee, C.-Y., Saenko, K., & Pfister, T. (2022) · arXiv

Multimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 17