Shin, Changho
- Weak-to-Strong Generalization Through the Data-Centric Lens
2024/12/05 by Shin, Changho, Cooper, John, Sala, Frederic · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Zero-Shot Robustification of Zero-Shot Models
2023/09/08 by Dyah Adila, Adila, Dyah, Changho Shin +5 · 2 citations
Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
- Personalize Your LLM: Fake it then Align it
2025/03/02 by Zhang, Yijing, Adila, Dyah, Shin, Changho +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
2024/04/12 by Shin, Changho, Zhao, Jitian, Cromp, Sonia +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Universalizing Weak Supervision
2021/12/07 by Shin, Changho, Li, Winfred, Vishwakarma, Harit +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multimodal Data Curation via Object Detection and Filter Ensembles
2024/01/05 by Huang, Tzu-Heng, Shin, Changho, Tay, Sui Jiet +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Is Free Self-Alignment Possible?
2024/06/05 by Dyah Adila, Adila, Dyah, Changho Shin +5 · 1 citation
Business, Management and Accounting · #Computation and Language (cs.CL) #Corporate Governance and Law #FOS: Computer and information sciences #Machine Learning (cs.LG)