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There are many applications of Generative Adversarial Networks (GANs) in fields like computer vision, natural language processing, speech synthesis, and more.
Computing the Fréchet distance between two polygonal curves
Helmut Alt and Michael Godau · 1995
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Dlib-ml: A machine learning toolkit
Davis E King · 2009
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Openface: A general-purpose face recognition library with mobile applications
Brandon Amos, Bartosz Ludwiczuk, and Mahadev Satyanarayanan · 2016
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Improved techniques for training GANs
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
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Frontal to profile face verification in the wild
S. Sengupta, J.C. Cheng, C.D. Castillo, V.M. Patel, R. Chellappa, and D.W. Jacobs · 2016
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GANs trained by a two time-scale update rule converge to a local Nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
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Pros and cons of GAN evaluation measures
Ali Borji · 2019
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The deepfake detection challenge (DFDC) preview dataset
Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, and Cristian Canton Ferrer · 2019
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A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Cited alongside, same era.
OpenFace: Free and open source face recognition with deep neural networks
Brandon Amos, Bartosz Ludwiczuk, and Mahadev Satyanarayanan · 2020
Cited alongside, same era.
Gentle Introduction to Vector Norms in Machine Learning
Jason Brownlee · 2020
Cited alongside, same era.
How to Implement the Fréchet Inception Distance (FID) for Evaluating GANs
Jason Brownlee · 2020
Cited alongside, same era.
How to Implement the Inception Score (IS) for Evaluating GANs
Jason Brownlee · 2020
Cited alongside, same era.
Building chatbot using chatterbot, (Last accessed Aug 09, 2020)
Gunther Cox · 2020
Cited alongside, same era.
Tensorflow Records? What they are and how to use them
Thomas Gamauf · 2020
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face_recognition
Adam Geitgey · 2020
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Analyzing and improving the image quality of StyleGAN
Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen, and Timo Aila · 2020
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StyleGAN Github
NVidia Labs · 2020
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DeepFaceLab: A simple, flexible and extensible face swapping framework
Ivan Petrov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Jian Jiang, Luis RP, Sheng Zhang, Pingyu Wu, et al · 2020
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Pillow, friendly PIL fork
python pillow · 2020
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ChatterBot Language Training Corpus
Gunther Cox · 2020
Cited alongside, same era.
CVonline: Image Databases
Bob Fisher · 2020
Cited alongside, same era.
Wikipedia · 2020
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Generative adversarial network, (Last accessed on May 03, 2020)
Wikipedia · 2020
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