A Test of Relative Similarity For Model Selection in Generative Models

A Test of Relative Similarity For Model Selection in Generative Models

14 November 2015

Wacha Bounliphone

Eugene Belilovsky

Matthew B. Blaschko

Ioannis Antonoglou

Papers citing "A Test of Relative Similarity For Model Selection in Generative Models"

17 / 17 papers shown

Title
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 26 144 0 24 Jul 2023
MMD-B-Fair: Learning Fair Representations with Statistical Testing Namrata Deka Danica J. Sutherland 20 7 0 15 Nov 2022
Composite Goodness-of-fit Tests with Kernels Oscar Key Arthur Gretton F. Briol T. Fernandez 32 14 0 19 Nov 2021
Implicit Generative Copulas Tim Janke M. Ghanmi F. Steinke 35 17 0 29 Sep 2021
Concept Drift Detection: Dealing with MissingValues via Fuzzy Distance Estimations Anjin Liu Jie Lu Guangquan Zhang 19 15 0 09 Aug 2020
A Non-Parametric Test to Detect Data-Copying in Generative Models Casey Meehan Kamalika Chaudhuri S. Dasgupta 23 63 0 12 Apr 2020
Amortised Learning by Wake-Sleep W. Li Theodore H. Moskovitz Heishiro Kanagawa M. Sahani OOD 23 7 0 22 Feb 2020
Conditional LSTM-GAN for Melody Generation from Lyrics Yi Yu Abhishek Srivastava Simon Canales GAN 21 135 0 15 Aug 2019
An empirical study on evaluation metrics of generative adversarial networks Qiantong Xu Gao Huang Yang Yuan Chuan Guo Yu Sun Felix Wu Kilian Q. Weinberger EGVM 29 268 0 19 Jun 2018
Flexible and accurate inference and learning for deep generative models Eszter Vértes M. Sahani SyDa BDL 13 44 0 28 May 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 43 1,454 0 04 Jan 2018
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 57 769 0 08 Jun 2017
Fast Non-Parametric Tests of Relative Dependency and Similarity Wacha Bounliphone Eugene Belilovsky A. Tenenhaus Ioannis Antonoglou Arthur Gretton Matthew B. Blashcko 31 1 0 17 Nov 2016
Generative Models and Model Criticism via Optimized Maximum Mean Discrepancy Danica J. Sutherland H. Tung Heiko Strathmann Soumyajit De Aaditya Ramdas Alex Smola Arthur Gretton 32 253 0 14 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 22 223 0 14 Nov 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 80 391 0 20 Oct 2016
Learning to Generate Images with Perceptual Similarity Metrics Jake C. Snell Karl Ridgeway Renjie Liao Brett D. Roads Michael C. Mozer R. Zemel EGVM 24 176 0 19 Nov 2015