Iterative Gaussianization: from ICA to Random Rotations

Iterative Gaussianization: from ICA to Random Rotations

31 January 2016

Gustavo Camps-Valls

Papers citing "Iterative Gaussianization: from ICA to Random Rotations"

13 / 13 papers shown

Title
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 114 0 0 13 Feb 2025
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 38 2 0 07 Dec 2021
Spatial noise-aware temperature retrieval from infrared sounder data David Malmgren-Hansen Valero Laparra A. Nielsen Gustau Camps-Valls 35 6 0 09 Dec 2020
Information Theory Measures via Multidimensional Gaussianization Valero Laparra J. E. Johnson Gustau Camps-Valls Raúl Santos-Rodríguez Jesús Malo 38 11 0 08 Oct 2020
Improving Sequential Latent Variable Models with Autoregressive Flows Joseph Marino Lei Chen Jiawei He Stephan Mandt BDL AI4TS 30 12 0 07 Oct 2020
Sum-of-Squares Polynomial Flow P. Jaini Kira A. Selby Yaoliang Yu TPM 22 141 0 07 May 2019
Generative networks as inverse problems with Scattering transforms Tomás Angles S. Mallat GAN 43 31 0 17 May 2018
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 27 412 0 18 Jul 2017
Decorrelation of Neutral Vector Variables: Theory and Applications Zhanyu Ma Jing-Hao Xue A. Leijon Zheng-Hua Tan Zhen Yang Jun Guo 19 114 0 30 May 2017
Inference via low-dimensional couplings Alessio Spantini Daniele Bigoni Youssef Marzouk 40 119 0 17 Mar 2017
An introduction to sampling via measure transport Youssef Marzouk Tarek A. El-Moselhy M. Parno Alessio Spantini OT 38 88 0 16 Feb 2016
Nonlinearities and Adaptation of Color Vision from Sequential Principal Curves Analysis Valero Laparra S. Jiménez Gustavo Camps-Valls Jesús Malo 37 51 0 31 Jan 2016
Transport map accelerated Markov chain Monte Carlo M. Parno Youssef Marzouk OT 54 159 0 17 Dec 2014