Kyungwoo Song

1. Geodesic Multi-Modal Mixup for Robust Fine-Tuning
   2022/03/08 by Changdae Oh, Oh, Changdae, Junhyuk So +8 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
2. Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
   2024/04/02 by Keon-Hee Park, Park, Keon-Hee, Kyungwoo Song +3 · 8 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems
3. Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
   2022/06/15 by JoonHo Jang, Byeonghu Na, Jang, JoonHo +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model
   2022/05/02 by HeeSun Bae, Bae, HeeSun, Seungjae Shin +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Statistical and Computational Modeling
5. Graph Perceiver IO: A General Architecture for Graph Structured Data
   2022/09/14 by Seyun Bae, Bae, Seyun, Hoyoon Byun +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
6. Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer
   2024/02/22 by Haeji Jung, Changdae Oh, Jung, Haeji +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
7. Flat Posterior Does Matter For Bayesian Model Averaging
   2024/06/21 by Sungjun Lim, Jeyoon Yeom, Lim, Sungjun +13 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Enhancing Visual Classification using Comparative Descriptors
   2024/11/08 by Hankyeol Lee, Lee, Hankyeol, Seo, Gawon +8 · 1 citation
   Computer Science · #Image Retrieval and Classification Techniques