Zhang, Yasi

1. Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
   2024/05/29 by Yasi Zhang, Peiyu Yu, Zhang, Yasi +11 · 12 citations
   Computer Science · #Robotic Path Planning Algorithms #Human Pose and Action Recognition #Multimodal Machine Learning Applications
2. Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models
   2024/04/10 by Yasi Zhang, Peiyu Yu, Zhang, Yasi +3 · 4 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis
3. Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation
   2025/03/10 by Tianyu Chen, Yasi Zhang, Chen, Tianyu +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications
4. Learning Difference-of-Convex Regularizers for Inverse Problems: A Flexible Framework with Theoretical Guarantees
   2025/02/01 by Zhang, Yasi, Leong, Oscar · 3 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #electronic engineering #information engineering
5. Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation
   2024/03/25 by Chang, Yingshan, Zhang, Yasi, Fang, Zhiyuan +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Think Twice Before You Act: Improving Inverse Problem Solving With MCMC
   2024/09/13 by Yaxuan Zhu, Zhu, Yaxuan, Zehao Dou +8 · 1 citation
   Computer Science · Decision Sciences · Social Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Problem and Project Based Learning #Teaching and Learning Programming
7. Learning Regularization Functionals for Inverse Problems: A Comparative Study
   2025/10/02 by Hertrich, Johannes, Wong, Hok Shing, Denker, Alexander +16 · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
8. Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory
   2024/11/25 by Eric Hanchen Jiang, Yasi Zhang, Jiang, Eric Hanchen +11 · 1 citation
   Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
9. Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory
   2024/11/01 by Zhang, Zhi, Chow, Chris, Zhang, Yasi +7 · 1 citation
   #68Q32 #68T05 #68T20 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #G.3 #I.2.6 #I.2.8 #Machine Learning (cs.LG)
10. "Noisier" Noise Contrastive Eestimation is (Almost) Maximum Likelihood
    2024/05/27 by Peiyu Yu, Yu, Peiyu, Dinghuai Zhang +21 · 1 citation
    Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling