Chin-Wei Huang

1. MatterGen: a generative model for inorganic materials design
   2023/12/06 by Claudio Zeni, Robert Pinsler, Zeni, Claudio +41 · 1 voice · 21 citations
   Computer Science · Engineering · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence #cond-mat.mtrl-sci #cs.AI
2. A Variational Perspective on Diffusion-Based Generative Models and Score Matching
   2021/06/05 by Chin-Wei Huang, Huang, Chin-Wei, Jae Hyun Lim +3 · 15 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
3. Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
   2020/12/10 by Chin-Wei Huang, Huang, Chin-Wei, Ricky T. Q. Chen +5 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
4. vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
   2019/06/18 by Fan-Yun Sun, Meng Qu, Sun, Fan-Yun +7 · 2 citations
   Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
5. Learnable Explicit Density for Continuous Latent Space and Variational Inference
   2017/10/06 by Chin-Wei Huang, Huang, Chin-Wei, Laurent Dinh +10 · 2 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks