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"

33 / 33 papers shown

Title
DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models Radu Alexandru Rosu Keyu Wu Yao Feng Youyi Zheng M. Black DiffM 3DH 47 0 0 09 May 2025
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 37 0 0 28 Apr 2025
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML Models Jiang Zhang Rohan Sequeira Konstantinos Psounis SyDa 73 0 0 05 Mar 2025
FOCUS - Multi-View Foot Reconstruction From Synthetically Trained Dense Correspondences Oliver Boyne R. Cipolla 3DH 3DV 70 0 0 10 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 72 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 71 0 0 09 Dec 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 31 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 56 3 0 28 Jun 2024
Infinite 3D Landmarks: Improving Continuous 2D Facial Landmark Detection Prashanth Chandran Gaspard Zoss Paulo F. U. Gotardo Derek Bradley CVBM 32 1 0 30 May 2024
CinePile: A Long Video Question Answering Dataset and Benchmark Ruchit Rawal Khalid Saifullah Ronen Basri David Jacobs Gowthami Somepalli Tom Goldstein 38 39 0 14 May 2024
EgoGen: An Egocentric Synthetic Data Generator Gen Li Kai Zhao Siwei Zhang X. Lyu Mihai Dusmanu Yan Zhang Marc Pollefeys Siyu Tang EgoV VGen 26 14 0 16 Jan 2024
A Perceptual Shape Loss for Monocular 3D Face Reconstruction Christopher Otto Prashanth Chandran Gaspard Zoss Markus Gross Paulo F. U. Gotardo Derek Bradley 3DH CVBM 28 6 0 30 Oct 2023
WinSyn: A High Resolution Testbed for Synthetic Data Tom Kelly John C. Femiani Peter Wonka 21 2 0 09 Oct 2023
SideGAN: 3D-Aware Generative Model for Improved Side-View Image Synthesis Kyungmin Jo Wonjoon Jin Jaegul Choo Hyunjoon Lee Sunghyun Cho GAN 3DH 32 4 0 19 Sep 2023
AnthroNet: Conditional Generation of Humans via Anthropometrics Francesco Picetti Shrinath Deshpande Jonathan Leban Soroosh Shahtalebi Jay Patel ... River Page Jonathan Hogins A. Crespi Sujoy Ganguly Salehe Erfanian Ebadi 3DH 27 2 0 07 Sep 2023
BLiSS: Bootstrapped Linear Shape Space Sanjeev Muralikrishnan C. Huang Duygu Ceylan Niloy J. Mitra 25 3 0 04 Sep 2023
Fake It Without Making It: Conditioned Face Generation for Accurate 3D Face Reconstruction William Rowan P. Huber Nick E. Pears Andrew Keeling DiffM 22 0 0 25 Jul 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 23 27 0 30 May 2023
MetaHead: An Engine to Create Realistic Digital Head Dingyun Zhang Chenglai Zhong Yudong Guo Yang Hong Juyong Zhang 3DH 8 4 0 03 Apr 2023
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 35 279 0 12 Dec 2022
Memories are One-to-Many Mapping Alleviators in Talking Face Generation Anni Tang Tianyu He Xuejiao Tan Jun Ling Liang Song CVBM 23 23 0 09 Dec 2022
3D Segmentation of Humans in Point Clouds with Synthetic Data Ayca Takmaz Jonas Schult Irem Kaftan Mertcan Akccay Bastian Leibe R. Sumner Francis Engelmann Siyu Tang 3DH 14 23 0 01 Dec 2022
DigiFace-1M: 1 Million Digital Face Images for Face Recognition Gwangbin Bae M. D. L. Gorce T. Baltrušaitis Charlie Hewitt Dong Chen Julien P. C. Valentin R. Cipolla Jingjing Shen CVBM 25 109 0 05 Oct 2022
Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition Andreas Spruck Maximilane Gruber Anatol Maier Denise Moussa Jürgen Seiler Christian Riess Andre Kaup 36 1 0 28 Sep 2022
StableFace: Analyzing and Improving Motion Stability for Talking Face Generation Jun Ling Xuejiao Tan Liyang Chen Runnan Li Yuchao Zhang Sheng Zhao Liang Song CVBM 34 13 0 29 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 20 46 0 19 Aug 2022
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations Stephan J. Garbin Marek Kowalski V. Estellers Stanislaw Szymanowicz Shideh Rezaeifar Jingjing Shen Matthew W. Johnson Julien P. C. Valentin 3DH AI4CE 25 41 0 01 Aug 2022
RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis Jonathan Tremblay Moustafa Meshry Alex Evans Jan Kautz A. Keller ... Charles T. Loop N. Morrical Koki Nagano Towaki Takikawa Stan Birchfield 38 31 0 14 May 2022
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image T. Martyniuk Orest Kupyn Yana Kurlyak Igor Krashenyi Jivri V. Sharmanska 3DH 23 37 0 07 Apr 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 36 250 0 07 Mar 2022
AutoSeg -- Steering the Inductive Biases for Automatic Pathology Segmentation Felix Meissen Georgios Kaissis Daniel Rueckert UQCV 17 3 0 24 Jan 2022
Beyond Flatland: Pre-training with a Strong 3D Inductive Bias Shubhaankar Gupta Thomas P. O'Connell Bernhard Egger 22 1 0 30 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 31 3 0 24 Nov 2021