Choi, Sungha

1. RobustNet: Improving Domain Generalization in Urban-Scene Segmentation\n via Instance Selective Whitening
   2021/03/29 by Sungha Choi, Choi, Sungha, Sanghun Jung +9 · 19 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization
   2023/03/03 by Junha Song, Song, Junha, Jungsoo Lee +5 · 14 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
   2023/02/10 by Lim, Hyesu, Kim, Byeonggeun, Choo, Jaegul +1 · 9 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
   2021/07/23 by Jung, Sanghun, Lee, Jungsoo, Gwak, Daehoon +2 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes
   2022/07/24 by Choi, Sungha, Yang, Seunghan, Choi, Seokeon +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization
   2023/08/14 by Lee, Jungsoo, Das, Debasmit, Choo, Jaegul +1 · 6 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Progressive Random Convolutions for Single Domain Generalization
   2023/04/02 by Choi, Seokeon, Das, Debasmit, Choi, Sungha +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring\n Transformation
   2018/12/24 by Wonwoong Cho, Cho, Wonwoong, Sungha Choi +6 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
9. Feature Diversification and Adaptation for Federated Domain Generalization
   2024/07/11 by Seung-Han Yang, Yang, Seunghan, Seokeon Choi +9 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational and Technological Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies