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This is the official repository of the paper:

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition

Accepted at ECCV 2024 (main conference)

Arxiv

Poster

Installation

Teacher and standalone student training

ArcDistill and CosDistill training

AdaDistill training

AdaDistill training with weighted alpha

<font color="green">A trained MobileFaceNet model with AdaArcDsitll is provided under output/AdaDistill/MFN_AdaArcDistill_backbone.pth</font>

If you use any of the code provided in this repository, please cite the following paper:

Citation

@InProceedings{Boutros_2024_ECCV,
    author    = {Fadi Boutros, Vitomir Štruc, Naser Damer},
    title     = {AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition},
    booktitle = {Computer Vision - {ECCV} 2024 -18th European Conference on Computer Vision, Milano, Italy, September 29- 4 October, 2024 },
    month     = {October},
    year      = {2024},
    pages     = {}
}


License

This project is licensed under the terms of the Attribution-NonCommercial-ShareAlike 4.0 
International (CC BY-NC-SA 4.0) license. 
Copyright (c) 2024 Fraunhofer Institute for Computer Graphics Research IGD Darmstadt