Park, Ryan
- From r to Q^*: Your Language Model is Secretly a Q-Function
2024/04/18 by Rafael Rafailov, Rafailov, Rafael, Joey Hejna +6 · 2 voices · 32 citations
Computer Science · #Algorithms and Data Compression #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.LG
- Disentangling Length from Quality in Direct Preference Optimization
2024/03/28 by Park, Ryan, Rafailov, Rafael, Ermon, Stefano +1 · 19 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
2024/06/05 by Rafael Rafailov, Yaswanth Chittepu, Rafailov, Rafael +13 · 18 citations
Engineering · Decision Sciences · Computer Science · #Advanced Control Systems Optimization #Simulation Techniques and Applications #Statistical and Computational Modeling
- Improving Inverse Folding for Peptide Design with Diversity-regularized Direct Preference Optimization
2024/10/25 by Park, Ryan, Hsu, Darren J., Roland, C. Brian +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Preference Optimization for Molecular Language Models
2023/10/18 by Park, Ryan, Theisen, Ryan, Sahni, Navriti +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Inferring Foresightedness in Dynamic Noncooperative Games
2024/12/02 by Armstrong, Cade, Park, Ryan, Liu, Xinjie +2 · 1 citation
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
2025/11/17 by Henry Herzog, Herzog, Henry, Favyen Bastani +48 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Remote-Sensing Image Classification