Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,656 papers shown

Title
Learning Shape Abstractions by Assembling Volumetric Primitives Shubham Tulsiani Hao Su Leonidas J. Guibas Alexei A. Efros Jitendra Malik 14 358 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 38 67 0 30 Nov 2016
Invariant Representations for Noisy Speech Recognition Dmitriy Serdyuk Kartik Audhkhasi Philemon Brakel Bhuvana Ramabhadran Samuel Thomas Yoshua Bengio OOD 13 67 0 27 Nov 2016
Quad-networks: unsupervised learning to rank for interest point detection Nikolay Savinov Akihito Seki Lubor Ladicky Torsten Sattler Marc Pollefeys 3DPC 19 172 0 22 Nov 2016
Max-Margin Deep Generative Models for (Semi-)Supervised Learning Chongxuan Li Jun Zhu Bo Zhang AI4CE 14 42 0 22 Nov 2016
Semi-Supervised Learning with Context-Conditional Generative Adversarial Networks Emily L. Denton Sam Gross Rob Fergus GAN 19 150 0 19 Nov 2016
Associative Adversarial Networks Tarik Arici Asli Celikyilmaz GAN 18 17 0 18 Nov 2016
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer Xin Eric Wang Geoffrey Oxholm Da Zhang Yuan-fang Wang GAN OffRL 13 168 0 17 Nov 2016
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering Zhuxi Jiang Yin Zheng Huachun Tan Bangsheng Tang Hanning Zhou BDL DRL 14 723 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 37 89 0 15 Nov 2016
On the Quantitative Analysis of Decoder-Based Generative Models Yuhuai Wu Yuri Burda Ruslan Salakhutdinov Roger C. Grosse GAN 22 223 0 14 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 73 4,533 0 13 Nov 2016
Disentangling factors of variation in deep representations using adversarial training Michaël Mathieu J. Zhao Pablo Sprechmann Aditya A. Ramesh Yann LeCun DRL CML 27 489 0 10 Nov 2016
Unrolled Generative Adversarial Networks Luke Metz Ben Poole David Pfau Jascha Narain Sohl-Dickstein GAN 56 1,001 0 07 Nov 2016
Generative Adversarial Networks as Variational Training of Energy Based Models Shuangfei Zhai Yu Cheng Rogerio Feris Zhongfei Zhang GAN 14 30 0 06 Nov 2016
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning Dilin Wang Qiang Liu GAN BDL 38 118 0 06 Nov 2016
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu-Wei Li W. Zuo David C. Zhang CVBM 29 149 0 18 Oct 2016
Learning in Implicit Generative Models S. Mohamed Balaji Lakshminarayanan GAN 25 412 0 11 Oct 2016
Learning What and Where to Draw Scott E. Reed Zeynep Akata S. Mohan Samuel Tenka Bernt Schiele Honglak Lee DRL GAN 30 618 0 08 Oct 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 26 2,885 0 07 Oct 2016
Cooperative Training of Descriptor and Generator Networks Jianwen Xie Yang Lu Ruiqi Gao Song-Chun Zhu Ying Nian Wu GAN 26 140 0 29 Sep 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 20 9 0 23 Sep 2016
Neural Photo Editing with Introspective Adversarial Networks Andrew Brock Theodore Lim J. Ritchie Nick Weston GAN 27 457 0 22 Sep 2016
Is the deconvolution layer the same as a convolutional layer? Wenzhe Shi Jose Caballero Lucas Theis Ferenc Huszár Andrew P. Aitken C. Ledig Zehan Wang 23 139 0 22 Sep 2016
Enabling Dark Energy Science with Deep Generative Models of Galaxy Images Siamak Ravanbakhsh F. Lanusse Rachel Mandelbaum J. Schneider Barnabás Póczós 16 65 0 19 Sep 2016
Sampling Generative Networks Tom White GAN 27 68 0 14 Sep 2016
Energy-based Generative Adversarial Network J. Zhao Michaël Mathieu Yann LeCun GAN 56 1,108 0 11 Sep 2016
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 72 1,460 0 08 Sep 2016
Learning Temporal Transformations From Time-Lapse Videos Yipin Zhou Tamara L. Berg 28 148 0 27 Aug 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 8 120 0 09 Aug 2016
Learning a Driving Simulator Eder Santana George Hotz GAN 26 226 0 03 Aug 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim A. Schwing M. Hasegawa-Johnson Minh Do GAN VLM 31 1,169 0 26 Jul 2016
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks Tianfan Xue Jiajun Wu Katherine L. Bouman Bill Freeman 43 416 0 09 Jul 2016
Coupled Generative Adversarial Networks Ming-Yu Liu Oncel Tuzel OOD GAN 17 1,622 0 24 Jun 2016
Inverting face embeddings with convolutional neural networks A. Zhmoginov Mark Sandler 3DH CVBM 9 67 0 14 Jun 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 61 4,210 0 12 Jun 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 102 8,923 0 10 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 20 1,310 0 02 Jun 2016
Asynchrony begets Momentum, with an Application to Deep Learning Jeff Donahue Philipp Krahenbuhl Stefan Hadjis Christopher Ré 49 141 0 31 May 2016
The Latin American Giant Observatory: a successful collaboration in Latin America based on Cosmic Rays and computer science domains Hernán Asorey R. Mayo-García L. Núñez M. Pascual A. J. Rubio-Montero M. Suárez-Durán L. A. Torres-Niño 19 5 0 30 May 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning Dan Garber Laurent Dinh Chi Jin Jascha Narain Sohl-Dickstein Samy Bengio Praneeth Netrapalli Aaron Sidford 55 3,638 0 26 May 2016
Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning William Lotter Gabriel Kreiman David D. Cox SSL 35 927 0 25 May 2016
Learning a Predictable and Generative Vector Representation for Objects Rohit Girdhar David Fouhey Mikel D. Rodriguez Abhinav Gupta 3DV 37 708 0 29 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 39 10,156 0 27 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 9 315 0 24 Mar 2016
A guide to convolution arithmetic for deep learning Vincent Dumoulin Francesco Visin FAtt 3DH HAI 16 1,532 0 23 Mar 2016
Global-Local Face Upsampling Network Oncel Tuzel Yuichi Taguchi J. Hershey CVBM SupR 13 35 0 23 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 25 617 0 17 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 12 942 0 10 Mar 2016