Yumin Suh

1. Learning to Optimize Domain Specific Normalization for Domain Generalization
   2019/07/09 by Seonguk Seo, Yumin Suh, Seo, Seonguk +6 · 8 citations
   Computer Science · Engineering · #Dam Engineering and Safety #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
2. Taming Self-Training for Open-Vocabulary Object Detection
   2023/08/11 by Shiyu Zhao, Samuel Schulter, Zhao, Shiyu +13 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation
   2023/02/02 by Weijian Deng, Deng, Weijian, Yumin Suh +5 · 6 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
4. On Generalizing Beyond Domains in Cross-Domain Continual Learning
   2022/03/08 by Christian Simon, Masoud Faraki, Simon, Christian +13 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
5. ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models
   2025/03/25 by Dohwan Ko, Ko, Dohwan, Sihyeon Kim +10 · 6 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms
6. OmniLabel: A Challenging Benchmark for Language-Based Object Detection
   2023/04/22 by Samuel Schulter, Vijay Kumar B G, Schulter, Samuel +11 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
7. Efficient Controllable Multi-Task Architectures
   2023/08/22 by Abhishek Aich, Samuel Schulter, Aich, Abhishek +7 · 2 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