Is Discriminator a Good Feature Extractor?

v1v2 (latest)

Is Discriminator a Good Feature Extractor?

2 December 2019

ArXiv (abs)PDF HTML

Papers citing "Is Discriminator a Good Feature Extractor?"

12 / 12 papers shown

Title
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 134 1,471 0 29 Nov 2018
Convergence Problems with Generative Adversarial Networks (GANs) Samuel A. Barnett GAN 43 48 0 29 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 118 481 0 16 Jun 2018
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 68 65 0 08 Aug 2017
Adversarial Multi-task Learning for Text Classification Pengfei Liu Xipeng Qiu Xuanjing Huang 136 612 0 19 Apr 2017
MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification Daoyu Lin Kun Fu Yang Wang Guangluan Xu Xian Sun GAN 61 174 0 28 Dec 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 440 3,215 0 30 Oct 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 159 4,238 0 12 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 92 142 0 31 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 271 14,023 0 19 Nov 2015
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks Jost Tobias Springenberg GAN 87 745 0 19 Nov 2015