Kihyuk Sohn
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Face recognition and analysis, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence(2020)2,264 cited
- Learning structured output representation using deep conditional generative models(2015)
- Improved deep metric learning with multi-class N-pair loss objective(2016)
- → CutPaste: Self-Supervised Learning for Anomaly Detection and Localization(2021)857 cited
- → Attribute2Image: Conditional Image Generation from Visual Attributes(2016)701 cited
- → Towards Large-Pose Face Frontalization in the Wild(2017)353 cited
- → Feature Transfer Learning for Face Recognition With Under-Represented Data(2019)345 cited
- ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring(2020)
- → A Simple Semi-Supervised Learning Framework for Object Detection(2020)325 cited
- → ReMixMatch: Semi-Supervised Learning with Distribution Alignment and\n Augmentation Anchoring(2019)321 cited