EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs

26 December 2020

Papers citing "EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs"

24 / 24 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 136 30,021 0 01 Mar 2022
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images Ayaan Haque A. Imran Adam S. Wang Demetri Terzopoulos SSL 16 10 0 28 Oct 2020
Generate High Resolution Images With Generative Variational Autoencoder Abhinav Sagar GAN DRL 24 3 0 12 Aug 2020
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat Jan Kautz BDL 56 900 0 08 Jul 2020
Partly Supervised Multitask Learning A. Imran Chao Huang Hui Tang Wei Fan Yuan Xiao Dingjun Hao Zhen Qian D. Terzopoulos 26 12 0 05 May 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 194 10,591 0 17 Feb 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 134 3,508 0 21 Jan 2020
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 48 238 0 26 Sep 2019
Semi-Supervised Multi-Task Learning With Chest X-Ray Images A. Imran Demetri Terzopoulos SSL MedIm 11 32 0 10 Aug 2019
Multi-Adversarial Variational Autoencoder Networks A. Imran Demetri Terzopoulos GAN DRL 27 12 0 14 Jun 2019
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 213 5,363 0 28 Sep 2018
Input and Weight Space Smoothing for Semi-supervised Learning Safa Cicek Stefano Soatto 30 6 0 23 May 2018
An Overview of Multi-Task Learning in Deep Neural Networks Sebastian Ruder CVBM 93 2,817 0 15 Jun 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 73 452 0 07 Mar 2017
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 41 151 0 19 Nov 2016
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 162 2,543 0 07 Oct 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 366 8,999 0 10 Jun 2016
Semi-Supervised Learning with Generative Adversarial Networks Augustus Odena GAN 41 681 0 05 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 59 1,312 0 02 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.3K 192,638 0 10 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 228 13,968 0 19 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 776 149,474 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 208 10,365 0 06 Nov 2014
Semi-Supervised Learning with Deep Generative Models Diederik P. Kingma Danilo Jimenez Rezende S. Mohamed Max Welling GAN SSL BDL 63 2,731 0 20 Jun 2014