Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

Papers citing "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"

50 / 1,757 papers shown

Title
Learning deep features for source color laser printer identification based on cascaded learning Do-Guk Kim Jong-Uk Hou Heung-Kyu Lee GAN 22 19 0 01 Nov 2017
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 28 72 0 31 Oct 2017
Semantic Interpolation in Implicit Models Yannic Kilcher Aurelien Lucchi Thomas Hofmann 35 17 0 31 Oct 2017
Neural Stain-Style Transfer Learning using GAN for Histopathological Images H. Cho Sungbin Lim Gunho Choi Hyun-Seok Min GAN MedIm 9 91 0 23 Oct 2017
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step W. Fedus Mihaela Rosca Balaji Lakshminarayanan Andrew M. Dai S. Mohamed Ian Goodfellow GAN 26 208 0 23 Oct 2017
Be Your Own Prada: Fashion Synthesis with Structural Coherence Shizhan Zhu Sanja Fidler R. Urtasun Dahua Lin Chen Change Loy 26 275 0 19 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 57 2,973 0 19 Oct 2017
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning Yuxin Peng Jinwei Qi Yuxin Yuan GAN 25 245 0 14 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 90 1,764 0 10 Oct 2017
IQ of Neural Networks Dokhyam Hoshen M. Werman 16 44 0 29 Sep 2017
Learning Energy-Based Models as Generative ConvNets via Multi-grid Modeling and Sampling Ruiqi Gao Yang Lu Junpei Zhou Song-Chun Zhu Ying Nian Wu 39 78 0 26 Sep 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 95 2,151 0 22 Sep 2017
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 23 536 0 19 Sep 2017
To Go or Not To Go? A Near Unsupervised Learning Approach For Robot Navigation Noriaki Hirose Amir Sadeghian P. Goebel Silvio Savarese GAN 8 20 0 16 Sep 2017
The Conditional Analogy GAN: Swapping Fashion Articles on People Images Nikolay Jetchev Urs M. Bergmann OOD GAN 31 146 0 14 Sep 2017
Learning Graph Topological Features via GAN Weiyi Liu Hal Cooper Min Hwan Oh Fucai Yu Pin-Yu Chen Toyotaro Suzumura Guangmin Hu GAN AI4CE 25 25 0 11 Sep 2017
Symmetric Variational Autoencoder and Connections to Adversarial Learning Liqun Chen Shuyang Dai Yunchen Pu Chunyuan Li Weiyao Wang Lawrence Carin DRL GAN 38 70 0 06 Sep 2017
Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records Zhengping Che Yu Cheng Shuangfei Zhai Zhaonan Sun Yan Liu OOD 19 159 0 06 Sep 2017
Learning to Compose Domain-Specific Transformations for Data Augmentation Alexander J. Ratner Henry R. Ehrenberg Zeshan Hussain Jared A. Dunnmon Christopher Ré 19 346 0 06 Sep 2017
Continuous-Time Flows for Efficient Inference and Density Estimation Changyou Chen Chunyuan Li Liquan Chen Wenlin Wang Yunchen Pu Lawrence Carin TPM 37 57 0 04 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 30 246 0 01 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 27 90 0 01 Sep 2017
Abnormal Event Detection in Videos using Generative Adversarial Nets Mahdyar Ravanbakhsh Moin Nabi E. Sangineto L. Marcenaro C. Regazzoni N. Sebe GAN 6 435 0 31 Aug 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder Yuqian Zhou Bertram Emil Shi CVBM 20 78 0 30 Aug 2017
On denoising autoencoders trained to minimise binary cross-entropy Antonia Creswell Kai Arulkumaran Anil A. Bharath 22 72 0 28 Aug 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 33 198 0 26 Aug 2017
Visual Forecasting by Imitating Dynamics in Natural Sequences Kuo-Hao Zeng Bokui (William) Shen De-An Huang Min Sun Juan Carlos Niebles AI4TS 33 61 0 19 Aug 2017
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor Mina Rezaei Konstantin Harmuth Willi Gierke Thomas Kellermeier Martin Fischer Haojin Yang Christoph Meinel GAN MedIm 27 120 0 17 Aug 2017
Energy-based Models for Video Anomaly Detection H. Vu Dinh Q. Phung T. Nguyen Anthony Trevors Svetha Venkatesh 26 22 0 17 Aug 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche P. Turaga A. Ashok 9 114 0 15 Aug 2017
Actively Learning what makes a Discrete Sequence Valid David Janz J. Westhuizen José Miguel Hernández-Lobato 15 22 0 15 Aug 2017
Statistics of Deep Generated Images Yu Zeng Huchuan Lu Ali Borji GAN 21 14 0 09 Aug 2017
Multi-Generator Generative Adversarial Nets Q. Hoang T. Nguyen Trung Le Dinh Q. Phung GAN 25 65 0 08 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 28 192 0 08 Aug 2017
Self-supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos Ömer Sümer Tobias Dencker Bjorn Ommer 3DH SSL 11 27 0 07 Aug 2017
Inception Score, Label Smoothing, Gradient Vanishing and -log(D(x)) Alternative Zhiming Zhou Weinan Zhang Jun Wang 32 19 0 05 Aug 2017
Generative Semantic Manipulation with Contrasting GAN Xiaodan Liang Huan Zhang Eric P. Xing GAN 23 53 0 01 Aug 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction Edward James Smith D. Meger GAN 23 171 0 29 Jul 2017
Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping Xianxu Hou Jiang Duan Guoping Qiu 29 28 0 29 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
A survey of exemplar-based texture synthesis Lara Raad Axel Davy A. Desolneux Jean-Michel Morel 3DV 36 34 0 22 Jul 2017
Semantic Image Synthesis via Adversarial Learning Hao Dong Simiao Yu Chao Wu Yike Guo GAN 17 265 0 21 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 22 412 0 18 Jul 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 20 121 0 17 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yu Liu Xiaodong Yang Jan Kautz GAN 84 1,131 0 17 Jul 2017
Guiding InfoGAN with Semi-Supervision Adrian Spurr Emre Aksan Otmar Hilliges GAN 34 46 0 14 Jul 2017
Adversarial training and dilated convolutions for brain MRI segmentation P. Moeskops M. Veta Maxime W. Lafarge K. Eppenhof J. Pluim MedIm GAN 30 132 0 11 Jul 2017
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas Olga Diamanti Ioannis Mitliagkas Leonidas J. Guibas 3DV 3DPC 36 88 0 08 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
Adversarial Image Alignment and Interpolation Viren Jain MedIm 23 9 0 30 Jun 2017