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Achievement: Pull Sharkx2Achievement: YOLOAchievement: QuickdrawAchievement: Starstruckx2Achievement: Arctic Code Vault Contributor

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DariusAf/README.md

Hi there! 📯

I am Darius Afchar, researcher at @Deezer working on machine learning interpretability, music recommender systems and AI-generated music detection.

📚 Please find the repositories associated with my published papers below:

Don't know what to watch on Netflix tonight? Instead, why not read my PhD manuscript?

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  1. deezer/deepfake-detector deezer/deepfake-detector Public

    Code repository of our research paper - D. Afchar, G. Meseguer Brocal, R. Hennequin

    Python 10 2

  2. deezer/concept_hierarchy deezer/concept_hierarchy Public

    Source code of our ISMIR 2022 paper "Learning Unsupervised Hierarchies of Audio Concepts" by D. Afchar, R. Hennequin and V. Guigue (2022)

    Jupyter Notebook 4

  3. deezer/functional_attribution deezer/functional_attribution Public

    Code of our accepted ICML 2021 paper "Towards Rigorous Interpretations: a Formalisation of Feature Attribution" (D. Afchar, R. Hennequin, V. Guigue)

    Python 7 1

  4. deezer/interpretable_nn_attribution deezer/interpretable_nn_attribution Public

    Source code from our RecSys 2020 paper: "Making neural network interpretable with attribution: application to implicit signals prediction" (D. Afchar, R. Hennequin)

    Jupyter Notebook 14 2

  5. deezer/spiky_svd deezer/spiky_svd Public

    Code repository of our RecSys 2023 paper "Of Spiky SVDs and Music Recommendation" - D. Afchar, R. Hennequin, V. Guigue (2023)

    Python 4

  6. MesoNet MesoNet Public

    "MesoNet: a Compact Facial Video Forgery Detection Network" (D. Afchar, V. Nozick) - IEEE WIFS 2018

    Python 259 112