Yoon, Eunseop
- C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
2024/03/21 by Hee Suk Yoon, Eunseop Yoon, Yoon, Hee Suk +9 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
2024/07/23 by Eunseop Yoon, Yoon, Eunseop, Hee Suk Yoon +17 · 4 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Muscle activation and electromyography studies #Reinforcement Learning in Robotics
- SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation
2023/12/10 by Ryu, Hyun, Yoon, Sunjae, Yoon, Hee Suk +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- ESD: Expected Squared Difference as a Tuning-Free Trainable Calibration Measure
2023/03/04 by Hee Suk Yoon, Joshua Tian Jin Tee, Yoon, Hee Suk +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- ConfPO: Exploiting Policy Model Confidence for Critical Token Selection in Preference Optimization
2025/06/10 by Hee Suk Yoon, Eunseop Yoon, Yoon, Hee Suk +7 · 4 citations
Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Recommender Systems and Techniques