NIPS 2016 Tutorial: Generative Adversarial Networks

31 December 2016

Papers citing "NIPS 2016 Tutorial: Generative Adversarial Networks"

50 / 263 papers shown

Title
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 29 84 0 30 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 24 130 0 24 Sep 2019
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography Basel Alyafi Oliver Díaz Robert Martí MedIm 16 25 0 04 Sep 2019
End-to-End Conditional GAN-based Architectures for Image Colourisation Marc Górriz M. Mrak Alan F. Smeaton Noel E. O'Connor GAN 19 27 0 26 Aug 2019
DGSAN: Discrete Generative Self-Adversarial Network Ehsan Montahaei Danial Alihosseini M. Baghshah 6 13 0 24 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 Aug 2019
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 27 873 0 18 Jun 2019
Revisiting Stochastic Extragradient Konstantin Mishchenko D. Kovalev Egor Shulgin Peter Richtárik Yura Malitsky 14 66 0 27 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
Quantization-Based Regularization for Autoencoders Hanwei Wu M. Flierl DRL 18 2 0 27 May 2019
ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems Ernest K. Ryu Kun Yuan W. Yin 20 36 0 26 May 2019
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates Sharan Vaswani Aaron Mishkin I. Laradji Mark Schmidt Gauthier Gidel Simon Lacoste-Julien ODL 31 205 0 24 May 2019
Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems Adel Abusitta Esma Aïmeur Omar Abdel Wahab AI4CE GAN 16 20 0 23 May 2019
Exploring Bias in GAN-based Data Augmentation for Small Samples Mengxiao Hu Jinlong Li 16 20 0 21 May 2019
Conditional Generative Neural System for Probabilistic Trajectory Prediction Jiachen Li Hengbo Ma Masayoshi Tomizuka 18 172 0 05 May 2019
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis Hongwei Bran Li Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jianguo Zhang Jan S. Kirschke Benedikt Wiestler Bjoern H. Menze GAN MedIm 24 88 0 29 Apr 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications Yuxuan Du Min-hsiu Hsieh Dacheng Tao 27 23 0 21 Apr 2019
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation Junhao Wen Elina Thibeau-Sutre Mauricio Diaz-Melo J. Samper-González A. Routier Simona Bottani Didier Dormont S. Durrleman Ninon Burgos O. Colliot 36 507 0 16 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 27 76 0 08 Apr 2019
Painting with baryons: augmenting N-body simulations with gas using deep generative models T. Tröster C. Ferguson J. Harnois-Déraps I. McCarthy AI4CE 24 49 0 28 Mar 2019
Approximate Query Processing using Deep Generative Models Saravanan Thirumuruganathan Shohedul Hasan Nick Koudas Gautam Das 43 50 0 24 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Enhancing the Robustness of Deep Neural Networks by Boundary Conditional GAN Ke Sun Zhanxing Zhu Zhouchen Lin AAML 19 20 0 28 Feb 2019
Data augmentation for low resource sentiment analysis using generative adversarial networks Rahul Gupta GAN 36 30 0 18 Feb 2019
Lipschitz Generative Adversarial Nets Zhiming Zhou Jiadong Liang Yuxuan Song Lantao Yu Hongwei Wang Weinan Zhang Yong Yu Zhihua Zhang GAN 25 78 0 15 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 30 58 0 09 Feb 2019
Multi-objective training of Generative Adversarial Networks with multiple discriminators Isabela Albuquerque João Monteiro T. Doan Breandan Considine T. Falk Ioannis Mitliagkas 30 66 0 24 Jan 2019
Introducing a Generative Adversarial Network Model for Lagrangian Trajectory Simulation Jingwei Gan Pai Liu R. Chakrabarty GAN 16 0 0 13 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 25 29 0 02 Jan 2019
Visual Object Networks: Image Generation with Disentangled 3D Representation Jun-Yan Zhu Zhoutong Zhang Chengkai Zhang Jiajun Wu Antonio Torralba J. Tenenbaum Bill Freeman DRL CoGe OCL 38 253 0 06 Dec 2018
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 59 759 0 21 Nov 2018
Typeface Completion with Generative Adversarial Networks Xin Long Junhyun Lee Yookyung Koh Inyeop Lee Jinhyuk Lee Jaewoo Kang 19 3 0 09 Nov 2018
Single-Model Uncertainties for Deep Learning Natasa Tagasovska David Lopez-Paz UQCV BDL 31 25 0 02 Nov 2018
CariGAN: Caricature Generation through Weakly Paired Adversarial Learning Wenbin Li Wei Xiong Haofu Liao Jing Huo Yang Gao Jiebo Luo GAN 35 44 0 01 Nov 2018
Mixture Density Generative Adversarial Networks Hamid Eghbalzadeh Werner Zellinger Gerhard Widmer GAN 22 39 0 31 Oct 2018
Deblending galaxy superpositions with branched generative adversarial networks D. Reiman Brett E. Göhre GAN 15 36 0 23 Oct 2018
Finding Mixed Nash Equilibria of Generative Adversarial Networks Ya-Ping Hsieh Chen Liu S. Chakrabartty GAN 27 91 0 23 Oct 2018
Metropolis-Hastings view on variational inference and adversarial training Kirill Neklyudov Evgenii Egorov Pavel Shvechikov Dmitry Vetrov GAN 29 13 0 16 Oct 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 21 57 0 11 Oct 2018
Generative Adversarial Active Learning for Unsupervised Outlier Detection Yezheng Liu Zhe Li Chong Zhou Yuanchun Jiang Jianshan Sun Ming Wang Xiangnan He 6 299 0 28 Sep 2018
Conditional WaveGAN Chae Young Lee Anoop Toffy G. Jung W. Han DiffM 24 21 0 27 Sep 2018
Flow-based Network Traffic Generation using Generative Adversarial Networks Markus Ring Daniel Schlor Dieter Landes Andreas Hotho 34 169 0 27 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 23 408 0 13 Sep 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 28 44 0 22 Aug 2018
Automatic Detection of Vague Words and Sentences in Privacy Policies Logan Lebanoff Fei Liu EgoV 23 40 0 19 Aug 2018
Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation Yi-Lin Tuan Hung-yi Lee GAN 22 55 0 16 Aug 2018
Towards Distributed Coevolutionary GANs Abdullah Al-Dujaili Tom Schmiedlechner Erik Hemberg Una-May O’Reilly GAN 36 41 0 21 Jul 2018
Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously Kyungjune Baek Duhyeon Bang Hyunjung Shim GAN CVBM 21 6 0 20 Jul 2018
Compositional GAN: Learning Image-Conditional Binary Composition S. Azadi Deepak Pathak Sayna Ebrahimi Trevor Darrell GAN CoGe 37 26 0 19 Jul 2018
Airline Passenger Name Record Generation using Generative Adversarial Networks Alejandro Mottini Alix Lhéritier Rodrigo Acuna-Agost GAN 23 51 0 17 Jul 2018