Huijie Zhang

1. The Emergence of Reproducibility and Generalizability in Diffusion Models
   2023/10/08 by Huijie Zhang, Zhang, Huijie, Jinfan Zhou +11 · 1 voice · 16 citations
   #cs.LG #cs.CV
2. Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions
   2024/09/04 by Peng Wang, Wang, Peng, Huijie Zhang +9 · 10 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
3. ClearPose: Large-scale Transparent Object Dataset and Benchmark
   2022/03/08 by Xiaotong Chen, Huijie Zhang, Chen, Xiaotong +7 · 4 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Visual Attention and Saliency Detection
4. Global burden of metabolic diseases, 1990–2021
   2024/08/14 by Huai Zhang, Xiaodong Zhou, Xiao-Dong Zhou +70 · 4 citations
   Medicine · #Diabetes, Cardiovascular Risks, and Lipoproteins #Liver Disease Diagnosis and Treatment #Chronic Disease Management Strategies
5. TransNet: Category-Level Transparent Object Pose Estimation
   2022/08/22 by Huijie Zhang, Anthony W. Opipari, Zhang, Huijie +9 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics (cs.RO)
6. AlphaFlow: Understanding and Improving MeanFlow Models
   2025/10/23 by Huijie Zhang, Zhang, Huijie, Aliaksandr Siarohin +11 · 10 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
7. Understanding Generalization in Diffusion Distillation via Probability Flow Distance
   2025/05/26 by Huijie Zhang, Zijian Huang, Zhang, Huijie +11 · 4 citations
   Computer Science · #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)