Yulai Zhao
- Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
2024/02/23 by Masatoshi Uehara, Uehara, Masatoshi, Yulai Zhao +15 · 20 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in inverse problems
- Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review
2024/07/18 by Masatoshi Uehara, Uehara, Masatoshi, Yulai Zhao +5 · 19 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM) #Traffic control and management
- Inference-Time Alignment in Diffusion Models with Reward-Guided Generation: Tutorial and Review
2025/01/16 by Masatoshi Uehara, Uehara, Masatoshi, Yulai Zhao +11 · 1 voice · 17 citations
Physics and Astronomy · #Model Reduction and Neural Networks #cs.AI #cs.LG #q-bio.QM #stat.ML
- Feedback Efficient Online Fine-Tuning of Diffusion Models
2024/02/26 by Masatoshi Uehara, Yulai Zhao, Uehara, Masatoshi +15 · 6 citations
Mathematics · Computer Science · Physics and Astronomy · #Numerical methods for differential equations #Matrix Theory and Algorithms #Model Reduction and Neural Networks
- Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design
2025/02/20 by Masatoshi Uehara, Uehara, Masatoshi, Xingyu Su +13 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Gene Regulatory Network Analysis #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks