Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

44 / 3,494 papers shown

Title
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 25 121 0 03 Jun 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric P. Xing DRL GAN 23 126 0 02 Jun 2017
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 21 543 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 12 289 0 31 May 2017
Joint auto-encoders: a flexible multi-task learning framework Baruch Epstein T. Michaeli 6 8 0 30 May 2017
Multiple Source Domain Adaptation with Adversarial Training of Neural Networks H. Zhao Shanghang Zhang Guanhang Wu João Paulo Costeira José M. F. Moura Geoffrey J. Gordon OOD 6 40 0 26 May 2017
Principled Hybrids of Generative and Discriminative Domain Adaptation H. Zhao Zhenyao Zhu Junjie Hu Adam Coates Geoffrey J. Gordon AI4CE 13 5 0 25 May 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 26 555 0 24 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 13 240 0 24 May 2017
Classification Using Proximity Catch Digraphs (Technical Report) Artür Manukyan E. Ceyhan 22 1 0 22 May 2017
Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks Roby Velez Jeff Clune DiffM 8 50 0 20 May 2017
Annotating and Modeling Empathy in Spoken Conversations Firoj Alam Morena Danieli Giuseppe Riccardi 11 63 0 13 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 19 46 0 11 May 2017
Vertex Nomination Via Seeded Graph Matching Heather G. Patsolic Youngser Park V. Lyzinski Carey E. Priebe 6 20 0 01 May 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 8 341 0 27 Apr 2017
Steganographic Generative Adversarial Networks Denis Volkhonskiy Ivan Nazarov Evgeny Burnaev GAN 21 214 0 16 Mar 2017
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 18 364 0 06 Mar 2017
Perceiving and Reasoning About Liquids Using Fully Convolutional Networks Connor Schenck D. Fox 9 31 0 05 Mar 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 18 580 0 27 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 14 503 0 17 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 83 1,502 0 25 Jan 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 23 141 0 17 Jan 2017
Modeling Grasp Motor Imagery through Deep Conditional Generative Models M. Veres M. Moussa Graham W. Taylor GAN 16 37 0 11 Jan 2017
Unsupervised Image-to-Image Translation with Generative Adversarial Networks Hao Dong Paarth Neekhara Chao Wu Yike Guo GAN 19 88 0 10 Jan 2017
Heterogeneous domain adaptation: An unsupervised approach Feng Liu Guangquan Zhang Jie Lu 11 126 0 10 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 28 96 0 01 Jan 2017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 8 477 0 28 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 19 1,527 0 16 Dec 2016
Optimal structure and parameter learning of Ising models A. Lokhov Marc Vuffray Sidhant Misra Michael Chertkov 25 79 0 15 Dec 2016
Robust nonparametric nearest neighbor random process clustering Michael Tschannen Helmut Bölcskei 16 4 0 04 Dec 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 29 588 0 27 Oct 2016
BET on Independence Kai Zhang 15 47 0 17 Oct 2016
Sim-to-Real Robot Learning from Pixels with Progressive Nets Andrei A. Rusu Matej Vecerík Thomas Rothörl N. Heess Razvan Pascanu R. Hadsell 15 532 0 13 Oct 2016
L p -norm Sauer-Shelah Lemma for Margin Multi-category Classifiers Y. Guermeur 16 21 0 26 Sep 2016
End-to-end training of object class detectors for mean average precision Paul Henderson V. Ferrari ObjD 22 257 0 12 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 14 21 0 05 Jul 2016
Gaussian variational approximation with sparse precision matrices Linda S. L. Tan David J. Nott 22 77 0 18 May 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 11 439 0 21 Mar 2016
System Identification through Online Sparse Gaussian Process Regression with Input Noise Hildo Bijl Thomas B. Schon J. Wingerden M. Verhaegen 22 41 0 29 Jan 2016
Evaluating the visualization of what a Deep Neural Network has learned Wojciech Samek Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller XAI 7 1,178 0 21 Sep 2015
The Spectral Norm of Random Inner-Product Kernel Matrices Z. Fan Andrea Montanari 11 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 23 96 0 11 Jul 2015
A New PAC-Bayesian Perspective on Domain Adaptation Pascal Germain Amaury Habrard François Laviolette Emilie Morvant 16 64 0 15 Jun 2015
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 788 0 19 Feb 2009