Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 1,739 papers shown

Title
Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network W. Dong Mingrui Yuan Xin Li Guangming Shi GAN 38 32 0 13 Feb 2018
First Order Generative Adversarial Networks Calvin Seward Thomas Unterthiner Urs M. Bergmann Nikolay Jetchev Sepp Hochreiter GAN 40 8 0 13 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 27 602 0 12 Feb 2018
Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks Emilien Dupont Tuanfeng Zhang P. Tilke Lin Liang William J. Bailey OOD GAN AI4CE 17 68 0 08 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 15 14 0 05 Feb 2018
Incremental Classifier Learning with Generative Adversarial Networks Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Zhengyou Zhang Y. Fu GAN 26 107 0 02 Feb 2018
Face Aging with Contextual Generative Adversarial Nets Si Liu Yao Sun Defa Zhu Renda Bao Wei Wang Xiangbo Shu Shuicheng Yan GAN CVBM 27 110 0 01 Feb 2018
Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone Hiroya Maeda Y. Sekimoto Toshikazu Seto Takehiro Kashiyama Hiroshi Omata 25 664 0 29 Jan 2018
Improved Training of Generative Adversarial Networks Using Representative Features Duhyeon Bang Hyunjung Shim GAN 38 33 0 28 Jan 2018
Fast cosmic web simulations with generative adversarial networks Andrés C. Rodríguez T. Kacprzak Aurelien Lucchi A. Amara R. Sgier J. Fluri Thomas Hofmann Alexandre Réfrégier GAN AI4CE 21 89 0 27 Jan 2018
Generative Adversarial Networks using Adaptive Convolution Nhat M. Nguyen Nilanjan Ray GAN 15 1 0 25 Jan 2018
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process Haosheng Zou Hang Su Shihong Song Jun Zhu 27 48 0 25 Jan 2018
Deep Interactive Evolution Philip Bontrager Wen-Chieh Lin Julian Togelius S. Risi GAN 16 69 0 24 Jan 2018
Clustering with Deep Learning: Taxonomy and New Methods Elie Aljalbout Vladimir Golkov Yawar Siddiqui Maximilian Strobel Daniel Cremers 20 239 0 23 Jan 2018
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang Yang Song Hairong Qi 38 22 0 21 Jan 2018
Multi-pseudo Regularized Label for Generated Data in Person Re-Identification Y. Huang Jingsong Xu Qiang Wu Zhedong Zheng Zhaoxiang Zhang Jian Zhang GAN 18 112 0 21 Jan 2018
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
Deep learning for determining a near-optimal topological design without any iteration Yonggyun Yu Taeil Hur Jaeho Jung I. Jang 3DV 19 289 0 13 Jan 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 30 1,452 0 13 Jan 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 41 1,250 0 12 Jan 2018
Comparative Study on Generative Adversarial Networks Saifuddin Hitawala GAN 43 56 0 12 Jan 2018
Enhancing Underwater Imagery using Generative Adversarial Networks C. Fabbri M. Islam Junaed Sattar GAN 19 561 0 11 Jan 2018
CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal Kunal Swami Saikat Kumar Das DiffM 32 36 0 09 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 28 305 0 09 Jan 2018
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification Maayan Frid-Adar Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan MedIm GAN 11 689 0 08 Jan 2018
Learning Implicit Brain MRI Manifolds with Deep Learning Camilo Bermudez A. Plassard L. Davis A. Newton Susan M. Resnick Bennett A. Landman DiffM MedIm 32 127 0 05 Jan 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 43 1,453 0 04 Jan 2018
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation Si Liu Yao Sun Defa Zhu Guanghui Ren Yu Chen Jiashi Feng Jizhong Han 19 36 0 04 Jan 2018
Crossing Generative Adversarial Networks for Cross-View Person Re-identification Chengyuan Zhang Lin Wu Yang Wang GAN 14 31 0 04 Jan 2018
A General Framework for Adversarial Examples with Objectives Mahmood Sharif Sruti Bhagavatula Lujo Bauer Michael K. Reiter AAML GAN 13 191 0 31 Dec 2017
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 39 35 0 30 Dec 2017
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 36 450 0 29 Dec 2017
Estimating the Success of Unsupervised Image to Image Translation Sagie Benaim Tomer Galanti Lior Wolf SSL 18 0 0 21 Dec 2017
Geometrical Insights for Implicit Generative Modeling Léon Bottou Martín Arjovsky David Lopez-Paz Maxime Oquab 32 49 0 21 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 27 6 0 20 Dec 2017
Unsupervised Histopathology Image Synthesis L. Hou Ayush Agarwal Dimitris Samaras Tahsin M. Kurc Rajarsi R. Gupta Joel H. Saltz MedIm 16 64 0 13 Dec 2017
Self-Supervised Relative Depth Learning for Urban Scene Understanding Huaizu Jiang Erik Learned-Miller Gustav Larsson Michael Maire Gregory Shakhnarovich OOD SSL 26 9 0 13 Dec 2017
Concept Formation and Dynamics of Repeated Inference in Deep Generative Models Yoshihiro Nagano Ryo Karakida M. Okada DiffM DRL 22 0 0 12 Dec 2017
Im2Flow: Motion Hallucination from Static Images for Action Recognition Ruohan Gao Bo Xiong Kristen Grauman 33 92 0 12 Dec 2017
NAG: Network for Adversary Generation Konda Reddy Mopuri Utkarsh Ojha Utsav Garg R. Venkatesh Babu AAML 16 144 0 09 Dec 2017
A Secure Mobile Authentication Alternative to Biometrics Mozhgan Azimpourkivi Umut Topkara Bogdan Carbunar 13 13 0 07 Dec 2017
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova F. Fleuret GAN 38 57 0 06 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 31 351 0 06 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
Manifold-valued Image Generation with Wasserstein Generative Adversarial Nets Zhiwu Huang Jiqing Wu Luc Van Gool GAN 47 4 0 05 Dec 2017
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 39 138 0 04 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
GANGs: Generative Adversarial Network Games F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol E. Jong R. Groß GAN 17 28 0 02 Dec 2017
DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement Chongyi Li Jichang Guo Fatih Porikli Chunle Guo Huazhu Fu Xi Li 3DV DiffM 43 8 0 02 Dec 2017
Compatibility Family Learning for Item Recommendation and Generation Yong-Siang Shih Kai-Yueh Chang Hsuan-Tien Lin Min Sun 26 55 0 02 Dec 2017