Sébastien Marcel
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  • Talks
    • Talk at ID4Africa 2026
    • From Face Recognition to Deception: 20 Years in Biometrics and Synthetic Media (ICCV 2025)
    • From Face Recognition to Deception: 20 Years in Biometrics and Synthetic Media (IJCNN 2025)
    • An overview of 20 years of research in biometrics and recent work (EPFL)
    • Biometrics Security
    • Face Presentation Attack Detection (EPFL)
    • Spoofing and Anti-Spoofing in Biometrics
    • Spoofing and Anti-Spoofing in Biometrics
  • Selected Publications
    • Benchmarking Multimodal Large Language Models for Face Recognition
    • ArtFace: Towards Historical Portrait Face Identification via Model Adaptation
    • Review of Demographic Fairness in Face Recognition
    • Foundation Models and Biometrics: A Survey and Outlook
    • AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition
    • DeepID Challenge of Detecting Synthetic Manipulations in ID Documents
    • Detecting Text Manipulation in Images using Vision Language Models
    • Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models
    • EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents
    • Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot In-Context Learning
    • FantasyID: A dataset for detecting digital manipulations of ID-documents
    • HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims
    • HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
    • Investigation of accuracy and bias in face recognition trained with synthetic data
    • Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
    • The Invisible Threat: Evaluating the Vulnerability of Cross-Spectral Face Recognition to Presentation Attacks
    • xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices
    • EdgeFace: Efficient Face Recognition Model for Edge Devices
    • From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition
    • Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling
    • Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems
    • Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack
  • Courses
    • EPFL FSPR
    • UNIL Biometrics
  • Projects
    • DEMO-AI
    • INTERART
    • CERTAIN
    • ROSALIND
    • CARMEN
    • PopEye
    • SAFER
    • BATL
    • BEAT
    • TABULA RASA
    • MOBIO
  • Slides
    • Example Talk: Recent Work
  • Experience

Knowledge Distillation for Face Recognition using Synthetic Data with Dynamic Latent Sampling

Jan 1, 2024·
Hatef Otroshi Shahreza
,
Anjith George
,
Sébastien Marcel
· 0 min read
Type
Journal article
Publication
IEEE Access
publications
Last updated on Jan 1, 2024
Face Recognition Synthetic Data
← From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition Jan 1, 2024
Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems Jan 1, 2024 →

© 2026 Sébastien Marcel. This work is licensed under CC BY NC ND 4.0

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