Michael Minyi Zhang
- A Bayesian Non-parametric Approach to Generative Models: Integrating Variational Autoencoder and Generative Adversarial Networks using Wasserstein and Maximum Mean Discrepancy
2023/08/27 by Forough Fazeli-Asl, Fazeli-Asl, Forough, Michael Minyi Zhang +1 · 1 citation
Computer Science · #AI in cancer detection #Applications (stat.AP) #Computation (stat.CO) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Bayesian Non-linear Latent Variable Modeling via Random Fourier Features
2023/06/14 by Michael Minyi Zhang, Gregory W. Gundersen, Zhang, Michael Minyi +3 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
- Preventing Model Collapse in Gaussian Process Latent Variable Models
2024/04/02 by Ying Li, Zhidi Lin, Li, Ying +5 · 1 citation
Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications