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AntoineSalaun/README.md

  • 👋 Hi, I’m Antoine Salaün

  • 👀 I’m interested in Ecosystems, Science communication, and Computer Vision.

  • 📱 I make science documentaries YouTube

  • 🐘 Ultimately, I want to decode elephant language

  • 🌱 I studied Physics (BsC), and Computational science (MsC) at EPFL 🇨🇭

  • 🔬 I am doing my PhD at MIT 🇺🇸, under the supervision of Sara Beery

  • 🔬 I am building interpretable model for ecology to help experts and AI collaborate for conservation

  • 🔬 I believe that AI models encode unkwown ecological intelligence. How do we extract it?

  • 🤷‍♂️ Maybe with Concept Bottleneck Models or Sparse Autoencoders ?

  • 📫 You can reach me at salaun(at)mit.edu

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  1. PlanktonTaxaClassifier PlanktonTaxaClassifier Public

    Testing new technics to improve Plankton taxonomic classification such as ResNets and Discriminative filters DFL-VGG16.

    Python 1

  2. Plasma_Mode_Classification Plasma_Mode_Classification Public

    Jupyter Notebook 1 1

  3. ClementEPFL/ADA_Project ClementEPFL/ADA_Project Public

    Jupyter Notebook

  4. Stochastic_Matrix_Trace_Estimator Stochastic_Matrix_Trace_Estimator Public

    Using Lanczos algorithm and stochastic technics, I propose two algorithms that compute an estimate of Tr(1/A) for a large symetric matrix.

  5. Noise2Noise Noise2Noise Public

    Deeplearning auto-encoder that learns how to clean noisy images using noisy images (no clean images in the dataset)

    Python

  6. EstelleChabanel/nonlinearsolver EstelleChabanel/nonlinearsolver Public

    C++