Improved Techniques for Training GANs

10 June 2016

Papers citing "Improved Techniques for Training GANs"

50 / 4,102 papers shown

Title
Generating Handwritten Chinese Characters using CycleGAN B. Chang Qiong Zhang Shenyi Pan Lili Meng GAN 82 130 0 25 Jan 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 108 2,271 0 24 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Zeyuan Chen Shaoliang Nie Tianfu Wu Christopher Healey CVBM 65 31 0 23 Jan 2018
DiscrimNet: Semi-Supervised Action Recognition from Videos using Generative Adversarial Networks Unaiza Ahsan Chen Sun Irfan Essa GAN 79 44 0 22 Jan 2018
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang Yang Song Hairong Qi 78 23 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 121 114 0 21 Jan 2018
Composite Functional Gradient Learning of Generative Adversarial Models Rie Johnson Tong Zhang GAN 72 14 0 19 Jan 2018
$Near-lossless $\ell_\infty$-constrained Image Decompression via Deep Neural Network$ Near-lossless $\ell_\infty$ -constrained Image Decompression via Deep Neural Network Xi Zhang Xiaolin Wu 70 9 0 18 Jan 2018
Semi-supervised FusedGAN for Conditional Image Generation Navaneeth Bodla G. Hua Rama Chellappa 88 57 0 17 Jan 2018
Low-Shot Learning from Imaginary Data Yu-Xiong Wang Ross B. Girshick M. Hebert Bharath Hariharan VLM 149 677 0 16 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 139 337 0 16 Jan 2018
Innovative Non-parametric Texture Synthesis via Patch Permutations Ryan Webster 38 4 0 14 Jan 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 95 1,470 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 268 1,287 0 12 Jan 2018
Instance Map based Image Synthesis with a Denoising Generative Adversarial Network Ziqiang Zheng Chao Wang Zhibin Yu Haiyong Zheng Bing Zheng GAN 32 11 0 10 Jan 2018
eCommerceGAN : A Generative Adversarial Network for E-commerce Ashutosh Kumar Arijit Biswas Subhajit Sanyal GAN 54 31 0 10 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 87 308 0 09 Jan 2018
Modeling urbanization patterns with generative adversarial networks A. Albert E. Strano Jasleen Kaur Marta C. González GAN 53 33 0 08 Jan 2018
Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models Atsushi Nitanda Taiji Suzuki GAN 118 12 0 07 Jan 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 136 696 0 06 Jan 2018
Differentially Private Releasing via Deep Generative Model (Technical Report) Xinyang Zhang S. Ji Ting Wang SyDa 80 71 0 05 Jan 2018
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 254 1,507 0 04 Jan 2018
Crossing Generative Adversarial Networks for Cross-View Person Re-identification Chengyuan Zhang Lin Wu Yang Wang GAN 59 31 0 04 Jan 2018
A General Framework for Adversarial Examples with Objectives Mahmood Sharif Sruti Bhagavatula Lujo Bauer Michael K. Reiter AAML GAN 84 196 0 31 Dec 2017
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 91 36 0 30 Dec 2017
Deformable GANs for Pose-based Human Image Generation Aliaksandr Siarohin E. Sangineto Stéphane Lathuilière N. Sebe 3DH GAN 116 453 0 29 Dec 2017
Generative Adversarial Nets for Multiple Text Corpora Baiyang Wang Diego Klabjan AI4CE GAN 60 15 0 25 Dec 2017
Geometrical Insights for Implicit Generative Modeling Léon Bottou Martín Arjovsky David Lopez-Paz Maxime Oquab 75 50 0 21 Dec 2017
Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning F. Such Vashisht Madhavan Edoardo Conti Joel Lehman Kenneth O. Stanley Jeff Clune 144 697 0 18 Dec 2017
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents Edoardo Conti Vashisht Madhavan F. Such Joel Lehman Kenneth O. Stanley Jeff Clune 104 349 0 18 Dec 2017
On the Effectiveness of Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 69 160 0 18 Dec 2017
Wasserstein Distributionally Robust Optimization and Variation Regularization Rui Gao Xi Chen A. Kleywegt OOD 86 131 0 17 Dec 2017
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment Hongyu Ren Diqi Chen Yizhou Wang 57 73 0 14 Dec 2017
Im2Pano3D: Extrapolating 360 Structure and Semantics Beyond the Field of View Shuran Song Andy Zeng Angel X. Chang Manolis Savva Silvio Savarese Thomas Funkhouser 3DV 3DPC MDE 60 76 0 12 Dec 2017
Face-from-Depth for Head Pose Estimation on Depth Images Guido Borghi Matteo Fabbri R. Vezzani Simone Calderara Rita Cucchiara CVBM 3DH 47 77 0 12 Dec 2017
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks Alexander Sage E. Agustsson Radu Timofte Luc Van Gool GAN 74 62 0 12 Dec 2017
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models Alex Lamb R. Devon Hjelm Yaroslav Ganin Joseph Paul Cohen Aaron Courville Yoshua Bengio GAN 72 13 0 12 Dec 2017
PacGAN: The power of two samples in generative adversarial networks Zinan Lin A. Khetan Giulia Fanti Sewoong Oh GAN 130 335 0 12 Dec 2017
Eye In-Painting with Exemplar Generative Adversarial Networks Brian Dolhansky Cristian Canton Ferrer GAN 84 109 0 11 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 99 131 0 09 Dec 2017
NAG: Network for Adversary Generation Konda Reddy Mopuri Utkarsh Ojha Utsav Garg R. Venkatesh Babu AAML 88 146 0 09 Dec 2017
Semi-Supervised Learning with IPM-based GANs: an Empirical Study Tom Sercu Youssef Mroueh GAN 72 1 0 07 Dec 2017
SGAN: An Alternative Training of Generative Adversarial Networks Tatjana Chavdarova François Fleuret GAN 76 57 0 06 Dec 2017
Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders Le Hui Xiang Li Jiaxin Chen Hongliang He Chen Gong Jian Yang 61 43 0 06 Dec 2017
Towards Recovery of Conditional Vectors from Conditional Generative Adversarial Networks Sihao Ding Andreas Wallin GAN 30 3 0 06 Dec 2017
A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts Yizhe Zhu Mohamed Elhoseiny Bingchen Liu Xi Peng Ahmed Elgammal VLM GAN 102 386 0 04 Dec 2017
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 85 139 0 04 Dec 2017
Feature Generating Networks for Zero-Shot Learning Yongqin Xian Tobias Lorenz Bernt Schiele Zeynep Akata GAN VLM 96 936 0 04 Dec 2017
Spatial PixelCNN: Generating Images from Patches Nader Akoury Anh Totti Nguyen 59 4 0 03 Dec 2017
GAGAN: Geometry-Aware Generative Adversarial Networks Jean Kossaifi Linh-Tam Tran Yannis Panagakis Maja Pantic GAN 56 47 0 03 Dec 2017