Song, Kyungwoo
- BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
2023/03/26 by Oh, Changdae, Hwang, Hyeji, Lee, Hee-young +5 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Calibrated Robust Fine-Tuning of Vision-Language Models
2023/11/03 by Oh, Changdae, Lim, Hyesu, Kim, Mijoo +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Geodesic Multi-Modal Mixup for Robust Fine-Tuning
2022/03/08 by Changdae Oh, Oh, Changdae, Junhyuk So +8 · 3 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
- Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
2024/04/02 by Park, Keon-Hee, Song, Kyungwoo, Park, Gyeong-Moon · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Fair Representation via Distributional Contrastive Disentanglement
2022/06/17 by Oh, Changdae, Won, Heeji, So, Junhyuk +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model
2022/05/02 by Bae, HeeSun, Shin, Seungjae, Na, Byeonghu +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
2022/06/15 by JoonHo Jang, Byeonghu Na, Jang, JoonHo +9 · 2 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)
- DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
2024/10/03 by Oh, Changdae, Li, Yixuan, Song, Kyungwoo +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Hierarchically Clustered Representation Learning
2019/01/28 by Shin, Su-Jin, Song, Kyungwoo, Moon, Il-Chul · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Bivariate Beta-LSTM
2019/05/25 by Song, Kyungwoo, Jang, JoonHo, Shin, Seung jae +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder
2020/11/24 by Kim, Hyemi, Shin, Seungjae, Jang, JoonHo +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Online Continuous Generalized Category Discovery
2024/08/24 by Park, Keon-Hee, Lee, Hakyung, Song, Kyungwoo +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Leveraging Skill-to-Skill Supervision for Knowledge Tracing
2023/06/12 by Kim, Hyeondey, Nam, Jinwoo, Lee, Minjae +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Flat Posterior Does Matter For Bayesian Model Averaging
2024/06/21 by Sungjun Lim, Lim, Sungjun, Jeyoon Yeom +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)
- Robust Adaptation of Foundation Models with Black-Box Visual Prompting
2024/07/04 by Oh, Changdae, Seo, Gyeongdeok, Jung, Geunyoung +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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