Invariant Representations through Adversarial Forgetting

Invariant Representations through Adversarial Forgetting

11 November 2019

Wael AbdAlmageed

Premkumar Natarajan

Papers citing "Invariant Representations through Adversarial Forgetting"

19 / 19 papers shown

Title
NIESR: Nuisance Invariant End-to-end Speech Recognition I-Hung Hsu Ayush Jaiswal Premkumar Natarajan 25 6 0 07 Jul 2019
Unified Adversarial Invariance Ayush Jaiswal Yuehua Wu Wael AbdAlmageed Premkumar Natarajan CML 33 10 0 07 May 2019
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance Ayush Jaiswal Shuai Xia I. Masi Wael AbdAlmageed AAML 37 15 0 08 Mar 2019
Unsupervised Adversarial Invariance Ayush Jaiswal Yue Wu Wael AbdAlmageed Premkumar Natarajan OOD CML 70 48 0 26 Sep 2018
Invariant Representations without Adversarial Training Daniel Moyer Shuyang Gao Rob Brekelmans Greg Ver Steeg Aram Galstyan OOD 44 210 0 24 May 2018
Information Constraints on Auto-Encoding Variational Bayes Romain Lopez Jeffrey Regier Michael I. Jordan N. Yosef BDL 55 122 0 22 May 2018
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 107 4,584 0 26 Oct 2017
Emergence of Invariance and Disentanglement in Deep Representations Alessandro Achille Stefano Soatto OOD DRL 69 473 0 05 Jun 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 85 545 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 65 291 0 31 May 2017
Deep Variational Information Bottleneck Alexander A. Alemi Ian S. Fischer Joshua V. Dillon Kevin Patrick Murphy 80 1,697 0 01 Dec 2016
Information Dropout: Learning Optimal Representations Through Noisy Computation Alessandro Achille Stefano Soatto OOD DRL SSL 40 397 0 04 Nov 2016
Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification Y. Zhang Kibok Lee Honglak Lee SSL 62 143 0 21 Jun 2016
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 151 633 0 03 Nov 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 343 9,418 0 28 May 2015
Learning unbiased features Yujia Li Kevin Swersky R. Zemel OOD SSL FaML 45 70 0 17 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 358 16,962 0 20 Dec 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 182 12,384 0 24 Jun 2012
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 166 2,348 0 15 May 2008