Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,948 papers shown

Title
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 Pavan 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 29 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 19 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 Xing GAN 23 53 0 01 Aug 2017
Improved Adversarial Systems for 3D Object Generation and Reconstruction Edward James Smith David Meger GAN 34 171 0 29 Jul 2017
Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping Xianxu Hou Jiang Duan Guoping Qiu 32 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 20 265 0 21 Jul 2017
Optimizing the Latent Space of Generative Networks Piotr Bojanowski Armand Joulin David Lopez-Paz Arthur Szlam GAN 33 412 0 18 Jul 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 28 121 0 17 Jul 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming Liu Xiaodong Yang Jan Kautz GAN 93 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 25 9 0 30 Jun 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 15 159 0 28 Jun 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi N. Sebe GAN 17 193 0 23 Jun 2017
A-NICE-MC: Adversarial Training for MCMC Jiaming Song Shengjia Zhao Stefano Ermon BDL OOD 32 109 0 23 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im V. Li 25 35 0 22 Jun 2017
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction Chen-Hsuan Lin Chen Kong Simon Lucey 3DV 38 421 0 21 Jun 2017
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering Shafiq Joty Preslav Nakov Lluís Màrquez i Villodre Israa Jaradat 161 52 0 21 Jun 2017
Variational Approaches for Auto-Encoding Generative Adversarial Networks Mihaela Rosca Balaji Lakshminarayanan David Warde-Farley S. Mohamed DRL GAN 25 263 0 15 Jun 2017
Gradient descent GAN optimization is locally stable Vaishnavh Nagarajan J. Zico Kolter GAN 46 348 0 13 Jun 2017
Video Imagination from a Single Image with Transformation Generation Baoyang Chen Wenmin Wang Jinzhuo Wang Xiongtao Chen EGVM VGen 33 50 0 13 Jun 2017
Adversarial Network Bottleneck Features for Noise Robust Speaker Verification Hong Yu Zheng-Hua Tan Zhanyu Ma Jun Guo AAML 20 33 0 11 Jun 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 60 769 0 08 Jun 2017
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks M. Mustafa Deborah Bard W. Bhimji Z. Lukić Rami Al-Rfou J. Kratochvil GAN 21 123 0 07 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 30 26 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 24 541 0 06 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 38 136 0 05 Jun 2017
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 Xing DRL GAN 41 127 0 02 Jun 2017
Depth Structure Preserving Scene Image Generation Wendong Zhang Bingbing Ni Yichao Yan Jingwei Xu Xiaokang Yang GAN 35 4 0 01 Jun 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 23 140 0 31 May 2017
Adversarial Ranking for Language Generation Kevin Qinghong Lin Dianqi Li Xiaodong He Zhengyou Zhang Ming-Ting Sun GAN 26 331 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 27 551 0 31 May 2017
The Numerics of GANs L. Mescheder Sebastian Nowozin Andreas Geiger GAN 45 455 0 30 May 2017
Attribute-Guided Face Generation Using Conditional CycleGAN Yongyi Lu Yu-Wing Tai Chi-Keung Tang GAN CVBM 37 78 0 28 May 2017
Pose Guided Person Image Generation Liqian Ma Xu Jia Qianru Sun Bernt Schiele Tinne Tuytelaars Luc Van Gool GAN 46 816 0 25 May 2017
Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models Aditya Grover Manik Dhar Stefano Ermon GAN 39 24 0 24 May 2017
Continual Learning in Generative Adversarial Nets Ari Seff Alex Beatson Daniel Suo Han Liu GAN 19 132 0 23 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks Chris Donahue Zachary Chase Lipton Akshay Balsubramani Julian McAuley GAN 38 120 0 22 May 2017
Stabilizing GAN Training with Multiple Random Projections Behnam Neyshabur Srinadh Bhojanapalli Ayan Chakrabarti 13 82 0 22 May 2017