Cheng Lü

1. DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
   2022/06/02 by Cheng Lü, Cheng Lu, Yuhao Zhou +11 · 1 voice · 262 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
2. Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models
   2024/10/14 by Cheng Lü, Cheng Lu, Yang Song +2 · 1 voice · 71 citations
   Decision Sciences · Computer Science · #cs.LG #stat.ML
3. The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
   2023/11/02 by Shen Nie, Hanzhong Allan Guo, Nie, Shen +10 · 1 voice · 15 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG
4. DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
   2023/10/20 by Kaiwen Zheng, Cheng Lü, Zheng, Kaiwen +5 · 34 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
5. Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs
   2023/05/06 by Kaiwen Zheng, Cheng Lü, Zheng, Kaiwen +5 · 13 citations
   Engineering · #Advanced Measurement and Metrology Techniques #FOS: Computer and information sciences #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Turbomachinery Performance and Optimization
6. Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching
   2022/06/16 by Cheng Lü, Kaiwen Zheng, Lu, Cheng +9 · 8 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
7. Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
   2024/10/11 by Bo Ni, Ni, Bo, Yu Wang +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies