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IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models

9 August 2023

Naser Damer

Papers citing "IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models"

50 / 55 papers shown

Title
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 108 0 0 12 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri Deshmukh Yalcin Tur Gorkhem Durak Ulas Bagci MedIm 227 0 0 08 May 2025
SlerpFace: Face Template Protection via Spherical Linear Interpolation Zhizhou Zhong Yuxi Mi Yanhua Huang Jianqing Xu Guodong Mu Shouhong Ding Jingyun Zhang Rizen Guo Yunsheng Wu Shuigeng Zhou AAML PICV 105 6 0 03 Jan 2025
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 152 2 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 145 2 0 02 Dec 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 98 2 0 04 Nov 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 79 8 0 31 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 105 4 0 05 Oct 2024
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 94 4 0 04 Sep 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models Fengfan Zhou Qianyu Zhou Hefei Ling Xuequan Lu AAML 113 3 0 27 May 2024
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 87 18 0 11 Jul 2023
DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models Žiga Babnik Peter Peer Vitomir Štruc DiffM 72 14 0 09 May 2023
Synthetic Data for Face Recognition: Current State and Future Prospects Fadi Boutros Vitomir Štruc Julian Fierrez Naser Damer 122 80 0 01 May 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition Jan Niklas Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 41 24 0 30 Apr 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 68 22 0 05 Mar 2023
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 57 33 0 14 Nov 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 79 115 0 05 Oct 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 53 37 0 21 Jun 2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data Fadi Boutros Marco Huber Patrick Siebke Tim Rieber Naser Damer 48 84 0 21 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 461 6,067 0 23 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 413 6,908 0 13 Apr 2022
AdaFace: Quality Adaptive Margin for Face Recognition Minchul Kim Anil K. Jain Xiaoming Liu CVBM 114 408 0 03 Apr 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors Naser Damer César Augusto Fontanillo López Meiling Fang Noémie Spiller Minh Pham Fadi Boutros 75 49 0 13 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 485 15,734 0 20 Dec 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 65 264 0 30 Sep 2021
ElasticFace: Elastic Margin Loss for Deep Face Recognition Fadi Boutros Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 77 222 0 20 Sep 2021
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation Fadi Boutros Patrick Siebke Marcel Klemt Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 76 62 0 24 Aug 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 91 129 0 18 Aug 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 265 7,938 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 352 3,715 0 18 Feb 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 191 136 0 07 Jan 2021
An Assessment of GANs for Identity-related Applications Richard T. Marriott Safa Madiouni S. Romdhani S. Gentric Liming Chen CVBM 54 12 0 18 Dec 2020
GIF: Generative Interpretable Faces Partha Ghosh Pravir Singh Gupta Roy Uziel Anurag Ranjan Michael J. Black Timo Bolkart CVBM AI4CE 65 77 0 31 Aug 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 683 18,310 0 19 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 161 1,887 0 11 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 74 90 0 06 May 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 59 347 0 24 Apr 2020
StyleRig: Rigging StyleGAN for 3D Control over Portrait Images A. Tewari Mohamed A. Elgharib Gaurav Bharaj Florian Bernard Hans-Peter Seidel P. Pérez Michael Zollhöfer Christian Theobalt 3DH 127 409 0 31 Mar 2020
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 250 3,502 0 30 Sep 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 117 1,123 0 25 Jul 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 602 10,590 0 12 Dec 2018
FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis Yujun Shen Bolei Zhou Ping Luo Xiaoou Tang CVBM 77 38 0 04 Dec 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 133 2,510 0 29 Jan 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 164 7,376 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 100 2,635 0 23 Oct 2017
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Tianyue Zheng Weihong Deng Jiani Hu CVBM 67 418 0 28 Aug 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 62 141 0 31 May 2017
Semantically Decomposing the Latent Spaces of Generative Adversarial Networks Chris Donahue Zachary Chase Lipton Akshay Balsubramani Julian McAuley GAN 70 120 0 22 May 2017
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 84 215 0 04 Nov 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 350 8,174 0 13 Aug 2016