GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations

31 May 2023

Ruben Tolosana

Papers citing "GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations"

33 / 33 papers shown

Title
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 24 0 0 12 May 2025
GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces Hao Yu Rupayan Mallick Margrit Betke Sarah Adel Bargal DiffM 40 0 0 10 Apr 2025
AugGen: Synthetic Augmentation Can Improve Discriminative Models Parsa Rahimi Damien Teney S´ebastien Marcel 57 0 0 14 Mar 2025
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 69 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 67 2 0 02 Dec 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 21 2 0 04 Nov 2024
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi-Shahreza S´ebastien Marcel 24 3 0 31 Oct 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 13 4 0 27 Sep 2024
From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing Ivan Deandres-Tame Muhammad Faisal Ruben Tolosana Rouqaiah Al-Refai R. Vera-Rodríguez Philipp Terhörst 19 0 0 24 Sep 2024
Personalized Weight Loss Management through Wearable Devices and Artificial Intelligence Sergio Romero-Tapiador Ruben Tolosana Aythami Morales Blanca Lacruz-Pleguezuelos Sofia Bosch Pastor ... R. Vera-Rodríguez Julian Fierrez Javier Ortega-Garcia Isabel Espinosa-Salinas Enrique Carrillo-de Santa Pau 18 2 0 13 Sep 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 42 2 0 09 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti\| DiffM 17 1 0 05 Sep 2024
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant Zhengchao Huang Bin Xia Zicheng Lin Zhun Mou Wenming Yang CVBM 21 16 0 19 Aug 2024
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models Muhammad Ali Farooq Wang Yao Peter Corcoran 16 0 0 17 Jun 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion David Geissbühler Hatef Otroshi-Shahreza S´ebastien Marcel DiffM 21 6 0 30 Apr 2024
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes Georgia Baltsou Ioannis Sarridis C. Koutlis Symeon Papadopoulos 25 0 0 26 Apr 2024
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis Shivangi Yadav Arun Ross GAN 21 1 0 26 Apr 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 21 6 0 17 Apr 2024
SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi-Shahreza Christophe Ecabert Anjith George A. Unnervik S´ebastien Marcel ... R. Vera-Rodríguez Gianpaolo Perelli G. Orrú G. L. Marcialis Julian Fierrez 28 19 0 06 Apr 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 22 3 0 04 Apr 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 43 18 0 28 Feb 2024
Is my Data in your AI Model? Membership Inference Test with Application to Face Images Daniel DeAlcala Aythami Morales Gonzalo Mancera Julian Fierrez Ruben Tolosana J. Ortega-Garcia CVBM 13 7 0 14 Feb 2024
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Aythami Morales Dominik Lawatsch Florian Domin Maxim Schaubert 14 11 0 02 Feb 2024
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data Pietro Melzi Ruben Tolosana R. Vera-Rodríguez Minchul Kim Christian Rathgeb ... Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 22 12 0 17 Nov 2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms S. Mittal K. Thakral Richa Singh Mayank Vatsa Tamar Glaser Cristian Canton Ferrer Tal Hassner FaML 6 3 0 24 Oct 2023
Security and Privacy on Generative Data in AIGC: A Survey Tao Wang Yushu Zhang Shuren Qi Ruoyu Zhao Zhihua Xia Jian Weng 43 41 0 18 Sep 2023
Synthetic Data for Face Recognition: Current State and Future Prospects Fadi Boutros Vitomir Štruc Julian Fierrez Naser Damer 19 73 0 01 May 2023
Child Face Recognition at Scale: Synthetic Data Generation and Performance Benchmark Magnus Falkenberg Anders Bensen Ottsen M. Ibsen Christian Rathgeb CVBM 27 11 0 23 Apr 2023
A Prompt Log Analysis of Text-to-Image Generation Systems Yutong Xie Zhaoying Pan Jing Ma Jie Luo Qiaozhu Mei DiffM 104 28 0 08 Mar 2023
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 17 39 0 18 Dec 2022
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 26 34 0 06 Sep 2022
An Overview of Privacy-enhancing Technologies in Biometric Recognition Pietro Melzi Christian Rathgeb Ruben Tolosana Ruben Vera Christoph Busch 12 26 0 21 Jun 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018