Yanlei Zhang

1. Improving and generalizing flow-based generative models with minibatch optimal transport
   2023/02/01 by Alexander Tong, Kilian Fatras, Tong, Alexander +13 · 214 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Model Reduction and Neural Networks
2. Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds
   2024/10/16 by Xingzhi Sun, Danqi Liao, Sun, Xingzhi +17 · 5 citations
   Computer Science · Engineering · Mathematics · #3D Shape Modeling and Analysis #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry
3. AdaFisher: Adaptive Second Order Optimization via Fisher Information
   2024/05/26 by Damien Martins Gomes, Yanlei Zhang, Gomes, Damien Martins +7 · 2 citations
   Computer Science · #Neural Networks and Applications #Metaheuristic Optimization Algorithms Research
4. A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction
   2023/05/30 by Guillaume Huguet, Huguet, Guillaume, Alexander Tong +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM)
5. Neural FIM for learning Fisher Information Metrics from point cloud data
   2023/06/01 by Oluwadamilola Fasina, Guillaume Huguet, Fasina, Oluwadamilola +13 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Engineering · #3D Shape Modeling and Analysis #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)