Fake It Till You Make It: Face analysis in the wild using synthetic data alone

30 September 2021

Jamie Shotton

Papers citing "Fake It Till You Make It: Face analysis in the wild using synthetic data alone"

48 / 48 papers shown

Title
Pixels2Points: Fusing 2D and 3D Features for Facial Skin Segmentation Victoria Yue Chen Daoye Wang Stephan Garbin Jan Bednarík Sebastian Winberg Timo Bolkart Thabo Beeler 3DH 3DPC 81 0 0 28 Apr 2025
Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion Zhou Zhenglin Ma Fan Fan Hehe Chua Tat-Seng VGen 109 0 0 20 Mar 2025
FOCUS - Multi-View Foot Reconstruction From Synthetically Trained Dense Correspondences Oliver Boyne R. Cipolla 3DH 3DV 80 0 0 10 Feb 2025
Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Model Zinan Lin Tadas Baltrusaitis Wenyu Wang Sergey Yekhanin SyDa 114 1 0 08 Feb 2025
Synthetic Prior for Few-Shot Drivable Head Avatar Inversion Wojciech Zielonka Stephan Garbin Alexandros Lattas George Kopanas Paulo F. U. Gotardo Thabo Beeler Justus Thies Timo Bolkart 87 2 0 12 Jan 2025
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 112 0 0 09 Dec 2024
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data Ivan Deandres-Tame Ruben Tolosana Pietro Melzi R. Vera-Rodríguez Minchul Kim ... Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti 106 2 0 02 Dec 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 68 2 0 04 Nov 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 74 3 0 28 Jun 2024
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild Weijia Wu Ning Lu Enze Xie 46 22 0 03 Sep 2020
Edge-aware Graph Representation Learning and Reasoning for Face Parsing Gusi Te Yinglu Liu Wei Hu Hailin Shi Tao Mei CVBM 3DH GNN 63 64 0 22 Jul 2020
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton 3DH 127 9 0 26 Jun 2020
CONFIG: Controllable Neural Face Image Generation Marek Kowalski Stephan J. Garbin V. Estellers T. Baltrušaitis Matthew W. Johnson Jamie Shotton DRL 3DH CVBM 47 90 0 06 May 2020
PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization Shunsuke Saito Tomas Simon Jason M. Saragih Hanbyul Joo 3DH 54 741 0 01 Apr 2020
Simulating Content Consistent Vehicle Datasets with Attribute Descent Yue Yao Liang Zheng Xiaodong Yang M. Naphade Tom Gedeon 106 126 0 18 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 128 42,038 0 03 Dec 2019
3FabRec: Fast Few-shot Face alignment by Reconstruction Bjoern Browatzki C. Wallraven CVBM 38 66 0 24 Nov 2019
FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age Kimmo Karkkainen Jungseock Joo CVBM 51 157 0 14 Aug 2019
Face Parsing with RoI Tanh-Warping Jinpeng Lin Hao Yang Dong Chen Ming Zeng Fang Wen Lu Yuan 3DH CVBM 45 78 0 04 Jun 2019
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization Shunsuke Saito Zeng Huang Ryota Natsume Shigeo Morishima Angjoo Kanazawa Hao Li 3DH 127 1,253 0 13 May 2019
OpenEDS: Open Eye Dataset Stephan J. Garbin Yiru Shen Immo Schuetz Robert Cavin Gregory Hughes S. Talathi MDE 38 73 0 30 Apr 2019
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yuan Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 88 248 0 25 Apr 2019
Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression Xinyao Wang Liefeng Bo Fuxin Li CVBM 30 252 0 16 Apr 2019
Laplace Landmark Localization Joseph P. Robinson Yuncheng Li Ning Zhang Y. Fu Sergey Tulyakov CVBM 29 43 0 27 Mar 2019
Photorealistic Image Synthesis for Object Instance Detection Tomás Hodan Vibhav Vineet Ran Gal Emanuel Shalev Jon Hanzelka T. Connell Pedro Urbina Sudipta N. Sinha B. Guenter 33 141 0 09 Feb 2019
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez 28 154 0 16 Jul 2018
Look at Boundary: A Boundary-Aware Face Alignment Algorithm Wayne Wu Chao Qian Shuo Yang Quan Wang Yici Cai Qiang-feng Zhou CVBM 3DV 53 437 0 26 May 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 78 226 0 26 Apr 2018
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model Baris Gecer Binod Bhattarai J. Kittler Tae-Kyun Kim CVBM GAN 31 65 0 10 Apr 2018
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 67 771 0 02 Apr 2018
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 71 518 0 04 Dec 2017
Morphable Face Models - An Open Framework Thomas Gerig Andreas Morel-Forster Clemens Blumer Bernhard Egger M. Lüthi Sandro Schönborn T. Vetter CVBM 3DH 24 269 0 25 Sep 2017
Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions Behnaz Nojavanasghari C. Hughes T. Baltrušaitis Louis-Philippe Morency CVBM 32 21 0 01 Aug 2017
Hand Keypoint Detection in Single Images using Multiview Bootstrapping Tomas Simon Hanbyul Joo I. Matthews Yaser Sheikh 3DH 58 1,110 0 25 Apr 2017
Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation Matan Sela Elad Richardson Ron Kimmel CVBM 3DH 42 264 0 29 Mar 2017
Learning from Synthetic Humans Gül Varol Javier Romero Xavier Martin Naureen Mahmood Michael J. Black Ivan Laptev Cordelia Schmid 3DH 78 968 0 05 Jan 2017
Learning from Simulated and Unsupervised Images through Adversarial Training A. Shrivastava Tomas Pfister Oncel Tuzel J. Susskind Wenda Wang Russ Webb GAN 62 1,800 0 22 Dec 2016
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape Stefanos Zafeiriou Iasonas Kokkinos 3DH 3DV 50 201 0 04 Dec 2016
Learning Detailed Face Reconstruction from a Single Image Elad Richardson Matan Sela Roy Or-El Ron Kimmel 3DV 3DH CVBM 48 339 0 15 Nov 2016
3D Face Reconstruction by Learning from Synthetic Data Elad Richardson Matan Sela Ron Kimmel 3DH 3DV 38 308 0 14 Sep 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 92 1,998 0 07 Aug 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 51 1,069 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 313 9,418 0 28 May 2015
Rendering of Eyes for Eye-Shape Registration and Gaze Estimation Erroll Wood T. Baltrušaitis Xucong Zhang Yusuke Sugano Peter Robinson Andreas Bulling 3DH CVBM 34 316 0 21 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 979 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 585 149,474 0 22 Dec 2014
On Rendering Synthetic Images for Training an Object Detector Artem Rozantsev Vincent Lepetit Pascal Fua 34 123 0 28 Nov 2014