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Adversarial Generative Nets: Neural Network Attacks on State-of-the-Art Face Recognition Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer Carnegie Mellon University {mahmoods,…

Generative Adversarial Nets: Applications and Extensions Wangmeng Zuo Vision Perception and Cognition Centre Harbin Institute of Technology LeCun NIPS 2016 • Reinforcement…

L10_gansInstructor Contact: [email protected] Course Webpage: https://courses.cs.washington.edu/courses/cse599i/20au/ Instructor: John Thickstun Generative Adversarial

Zurich University of Applied Sciences and Arts InIT Institute of Applied Information Technology stdm Artificial Intelligence V11: Generative Modeling with Neural Nets Brief…

Conditional generative adversarial nets for convolutional face generation Jon Gauthier Symbolic Systems Program, Natural Language Processing Group Stanford University [email protected]

Generative Adversarial Nets Priyanka Mehta Sudhanshu Srivastava Outline What is a GAN? How does GAN work? Newer Architectures Applications of GAN Future possible applications…

Conditional generative adversarial nets for convolutional face generation Jon Gauthier Symbolic Systems Program, Natural Language Processing Group Stanford University [email protected]

OPTIMAL STRATEGIES AGAINST GENERATIVE ATTACKS Roy Mor Tel Aviv University Tel Aviv, Israel Erez Peterfreund The Hebrew University of Jerusalem Jerusalem, Israel Matan Gavish

1 Autoencoders and Generative Adversarial Nets In this chapter we present two unsupervised learning techniques that leverage deep learning: autoencoders which have been around…

Dual Discriminator Generative Adversarial Nets Tu Dinh Nguyen, Trung Le, Hung Vu, Dinh Phung Deakin University, Geelong, Australia Centre for Pattern Recognition and Data…

Generative adversarial networks Hakan Bilen Machine Learning Practical - MLP Lecture 13 23 January 2019 http:wwwinfedacukteachingcoursesmlp Slide credits: Ian Goodfellow…

PowerPoint プレゼンテーション InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen, Yan Duan, Rein Houthooft,…

Akın Kazakçı MINES ParisTech 
 PSL Research University, CGS-I3 UMR 9217 [email protected] Mehdi Cherti, Balázs Kégl CNRS, Université Paris-Saclay Centre…

Zurich University of Applied Sciences and Arts InIT Institute of Applied Information Technology stdm Generative Adversarial Nets as generative models Datalab Christmas lecture…

Generative Adversarial Nets Schuiki Johannes Kempnter Stefan January 31 2020 Schuiki Johannes Kempnter Stefan Generative Adversarial Nets January 31 2020 1 46 Disclaimer…

GraphGAN: Graph Representation Learning with Generative Adversarial Nets Hongwei Wang1,2, Jia Wang3, Jialin Wang4,3, Miao Zhao3, Weinan Zhang1, Fuzheng Zhang2, Xing Xie2…

Extra Domain Data Generation with Generative Adversarial Nets Luuk Boulogne Bernoulli Institute Department of Artificial Intelligence University of Groningen Groningen The…

Synthesizing Designs with Inter-Part Dependencies using Hierarchical Generative Adversarial Networks Wei Chen∗ Dept of Mechanical Engineering University of Maryland College…

Face Aging with Contextual Generative Adversarial Nets Si Liu SKLOIS IIE CAS liusi@iieaccn Yao Sun∗ SKLOIS IIE CAS sunyao@iieaccn Defa Zhu SKLOIS IIE CAS School of Cyber…

Generative Adversarial Networks GANs Ian Goodfellow Research Scientist MLSLP Keynote San Francisco 2016-09-13 Goodfellow 2016 Generative Modeling • Density estimation •…