Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets

24 March 2020

Papers citing "Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets"

22 / 22 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 101 30,021 0 01 Mar 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 479 10,466 0 12 Dec 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 196 5,363 0 28 Sep 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 191 3,110 0 09 Jul 2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN), Multi Class Scenarios S. Bazrafkan Peter Corcoran GAN 26 11 0 19 Jun 2018
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN) S. Bazrafkan Peter Corcoran GAN 39 7 0 28 May 2018
Versatile Auxiliary Classifier with Generative Adversarial Network (VAC+GAN) S. Bazrafkan Hossein Javidnia Peter Corcoran GAN 89 4 0 01 May 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 245 11,610 0 11 Jan 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 95 7,318 0 27 Oct 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 64 2,617 0 23 Oct 2017
Megapixel Size Image Creation using Generative Adversarial Networks Marco Marchesi GAN 33 84 0 31 May 2017
The Do's and Don'ts for CNN-based Face Verification Ankan Bansal Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 39 96 0 21 May 2017
BEGAN: Boundary Equilibrium Generative Adversarial Networks David Berthelot Tom Schumm Luke Metz GAN 84 1,153 0 31 Mar 2017
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 55 214 0 04 Nov 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 138 1,953 0 27 Jul 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 147 4,940 0 11 Apr 2016
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 39 856 0 02 Dec 2015
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 219 13,968 0 19 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 236 13,079 0 12 Mar 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 61 2,004 0 28 Nov 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 191 8,351 0 28 Nov 2014
Web-Scale Training for Face Identification Yaniv Taigman Ming Yang MarcÁurelio Ranzato Lior Wolf CVBM 39 264 0 20 Jun 2014