Chart Auto-Encoders for Manifold Structured Data

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Chart Auto-Encoders for Manifold Structured Data

20 December 2019

Stefan C. Schonsheck

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Papers citing "Chart Auto-Encoders for Manifold Structured Data"

17 / 17 papers shown

Title
Building symmetries into data-driven manifold dynamics models for complex flows: application to two-dimensional Kolmogorov flow Carlos E. Pérez De Jesús Alec J. Linot Michael D. Graham AI4CE 89 2 0 15 Dec 2023
Disentanglement with Hyperspherical Latent Spaces using Diffusion Variational Autoencoders L. A. P. Rey DRL CoGe 30 5 0 19 Mar 2020
Representing Closed Transformation Paths in Encoded Network Latent Space Marissa Connor Christopher Rozell 3DPC DRL 73 28 0 05 Dec 2019
Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU Networks : Function Approximation and Statistical Recovery Minshuo Chen Haoming Jiang Wenjing Liao T. Zhao 98 92 0 05 Aug 2019
Universality Theorems for Generative Models Valentin Khrulkov Ivan Oseledets 41 5 0 27 May 2019
Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections Jian-Feng Cai Dong Li Jiaze Sun Ke Wang 50 5 0 22 Nov 2018
Explorations in Homeomorphic Variational Auto-Encoding Luca Falorsi P. D. Haan Tim R. Davidson Nicola De Cao Maurice Weiler Patrick Forré Taco S. Cohen BDL DRL 105 115 0 12 Jul 2018
Hyperspherical Variational Auto-Encoders Tim R. Davidson Luca Falorsi Nicola De Cao Thomas Kipf Jakub M. Tomczak DRL BDL 120 384 0 03 Apr 2018
A Geometric View of Optimal Transportation and Generative Model Na Lei Kehua Su Li-min Cui S. Yau X. Gu GAN OT 64 134 0 16 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 289 8,928 0 25 Aug 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 187 4,829 0 26 Jan 2017
Understanding Deep Neural Networks with Rectified Linear Units R. Arora A. Basu Poorya Mianjy Anirbit Mukherjee PINN 166 643 0 04 Nov 2016
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 202 1,236 0 03 Oct 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 435 18,361 0 27 May 2016
Provable approximation properties for deep neural networks Uri Shaham A. Cloninger Ronald R. Coifman 185 231 0 24 Sep 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 484 16,922 0 20 Dec 2013
Testing the Manifold Hypothesis Charles Fefferman S. Mitter Hariharan Narayanan 163 536 0 01 Oct 2013