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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

43 / 3,643 papers shown

Title
L p -norm Sauer-Shelah Lemma for Margin Multi-category Classifiers Y. Guermeur 74 22 0 26 Sep 2016
Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer Coline Devin Abhishek Gupta Trevor Darrell Pieter Abbeel Sergey Levine OffRL 86 401 0 22 Sep 2016
Discovering and Deciphering Relationships Across Disparate Data Modalities Joshua T. Vogelstein Eric W. Bridgeford Qing Wang Carey E. Priebe Mauro Maggioni Cencheng Shen 120 39 0 16 Sep 2016
Quasi-stationary Monte Carlo and the ScaLE Algorithm M. Pollock Paul Fearnhead A. M. Johansen Gareth O. Roberts 98 18 0 12 Sep 2016
Employing traditional machine learning algorithms for big data streams analysis: the case of object trajectory prediction Angelos Valsamis Konstantinos Tserpes Dimitrios Zissis D. Anagnostopoulos T. Varvarigou 63 76 0 01 Sep 2016
Constraint matrix factorization for space variant PSFs field restoration Fred-Maurice Ngole-Mboula Jean-Luc Starck K. Okumura J. Amiaux P. Hudelot 44 8 0 29 Aug 2016
Online Monotone Optimization I. Gemp Sridhar Mahadevan 43 4 0 29 Aug 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 112 1,456 0 22 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 90 108 0 05 Aug 2016
Nested Kriging predictions for datasets with large number of observations D. Rullière N. Durrande François Bachoc C. Chevalier 79 67 0 19 Jul 2016
End-to-end training of object class detectors for mean average precision Paul Henderson V. Ferrari ObjD 85 270 0 12 Jul 2016
Covariate Regularized Community Detection in Sparse Graphs Bowei Yan Purnamrita Sarkar 64 55 0 10 Jul 2016
Machine Learning in Falls Prediction; A cognition-based predictor of falls for the acute neurological in-patient population Bilal A. Mateen Matthias Bussas Catherine Doogan D. Waller A. Saverino Franz J. Király E. Playford OOD 43 21 0 05 Jul 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 106 1,628 0 24 Jun 2016
Estimating individual treatment effect: generalization bounds and algorithms Uri Shalit Fredrik D. Johansson David Sontag CML OOD 91 12 0 13 Jun 2016
Structure Learning in Graphical Modeling Mathias Drton Marloes H. Maathuis CML 107 253 0 07 Jun 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 307 316 0 06 Jun 2016
Gaussian variational approximation with sparse precision matrices Linda S. L. Tan David J. Nott 137 77 0 18 May 2016
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 318 730 0 12 May 2016
Interpretable Deep Neural Networks for Single-Trial EEG Classification I. Sturm Sebastian Bach Wojciech Samek K. Müller 77 353 0 27 Apr 2016
Interactive Perception: Leveraging Action in Perception and Perception in Action Jeannette Bohg Karol Hausman Bharathwaj Sankaran Oliver Brock Danica Kragic S. Schaal Gaurav Sukhatme 163 306 0 13 Apr 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 89 31 0 01 Apr 2016
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi Tinne Tuytelaars 58 27 0 23 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 70 443 0 21 Mar 2016
Unsupervised Domain Adaptation Using Approximate Label Matching Jordan T. Ash Robert Schapire Barbara E. Engelhardt OOD 53 7 0 16 Feb 2016
System Identification through Online Sparse Gaussian Process Regression with Input Noise Hildo Bijl Thomas B. Schon J. Wingerden M. Verhaegen 129 41 0 29 Jan 2016
Distributed Optimization with Arbitrary Local Solvers Chenxin Ma Jakub Konecný Martin Jaggi Virginia Smith Michael I. Jordan Peter Richtárik Martin Takáč 128 197 0 13 Dec 2015
Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction Eddie Aamari Clément Levrard 117 49 0 09 Dec 2015
Algorithmic independence of initial condition and dynamical law in thermodynamics and causal inference Dominik Janzing Rafael Chaves B. Schoelkopf CML 48 36 0 07 Dec 2015
Towards Principled Unsupervised Learning Ilya Sutskever Rafal Jozefowicz Karol Gregor Danilo Jimenez Rezende Timothy Lillicrap Oriol Vinyals OOD SSL 98 49 0 19 Nov 2015
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 74 506 0 18 Nov 2015
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 227 636 0 03 Nov 2015
High Dimensional Data Modeling Techniques for Detection of Chemical Plumes and Anomalies in Hyperspectral Images and Movies Yi Yi Wang Guangliang Chen Mauro Maggioni 78 13 0 24 Sep 2015
Evaluating the visualization of what a Deep Neural Network has learned Wojciech Samek Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller XAI 141 1,201 0 21 Sep 2015
Minimum Spectral Connectivity Projection Pursuit David P. Hofmeyr N. Pavlidis I. Eckley 30 6 0 04 Sep 2015
The Spectral Norm of Random Inner-Product Kernel Matrices Z. Fan Andrea Montanari 202 47 0 19 Jul 2015
On the use of Harrell's C for clinical risk prediction via random survival forests M. Schmid Marvin N. Wright A. Ziegler 105 100 0 11 Jul 2015
A New PAC-Bayesian Perspective on Domain Adaptation Pascal Germain Amaury Habrard François Laviolette Emilie Morvant 87 65 0 15 Jun 2015
On the Prior Sensitivity of Thompson Sampling Che-Yu Liu Lihong Li 90 25 0 10 Jun 2015
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss Yuchen Zhang Lin Xiao 177 72 0 01 Jan 2015
Model-based Kernel Sum Rule: Kernel Bayesian Inference with Probabilistic Models Yu Nishiyama Motonobu Kanagawa Arthur Gretton Kenji Fukumizu 105 3 0 18 Sep 2014
Subspace Learning From Bits Yuejie Chi H. Fu 50 20 0 23 Jul 2014
Hilbert Space Methods for Reduced-Rank Gaussian Process Regression Arno Solin Simo Särkkä 253 219 0 21 Jan 2014