Kim, Sungyeon
- Proxy Anchor Loss for Deep Metric Learning
2020/03/31 by Kim, Sungyeon, Kim, Dongwon, Cho, Minsu +1 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
2023/07/27 by Junhyeong Cho, Gilhyun Nam, Cho, Junhyeong +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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 #Text and Document Classification Technologies
- HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization
2022/12/29 by Kim, Sungyeon, Jeong, Boseung, Kwak, Suha · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Combating Label Distribution Shift for Active Domain Adaptation
2022/08/13 by Hwang, Sehyun, Lee, Sohyun, Kim, Sungyeon +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Machine Learning (cs.LG)
- Embedding Transfer with Label Relaxation for Improved Metric Learning
2021/03/27 by Sung‐Yeon Kim, Kim, Sungyeon, Dong-Won Kim +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing
- GENIUS: A Generative Framework for Universal Multimodal Search
2025/03/25 by Kim, Sungyeon, Zhu, Xinliang, Lin, Xiaofan +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
2024/08/11 by Sung‐Yeon Kim, Boseung Jeong, Kim, Sungyeon +5 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
- Self-Taught Metric Learning without Labels
2022/05/04 by Kim, Sungyeon, Kim, Dongwon, Cho, Minsu +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Cross-Domain Ensemble Distillation for Domain Generalization
2022/11/25 by kyungmoon lee, Sung‐Yeon Kim, Lee, Kyungmoon +3 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Viral Infections and Outbreaks Research
- Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
2025/04/03 by Boseung Jeong, Jeong, Boseung, Jicheol Park +5 · 2 citations
Computer Science · #Music and Audio Processing #Video Analysis and Summarization #Multimodal Machine Learning Applications
- Breaking the Visual Shortcuts in Multimodal Knowledge-Based Visual Question Answering
2025/11/28 by Lee, Dosung, Jung, Sangwon, Kim, Boyoung +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences