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codeanddata

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Machine Learning

CES Data Science, Télécom Paris, 2019

Teaching assistant

  • Clustering algorithms

Student Projects

2A and 3A, Télécom Paris, 2020

Co-supervisor of research student projects:

  • SAR image denoising using SoTA method FFDNet.
  • Temporal radar semantic segmentation.

Introduction to Computer Vision

Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020

Teaching assistant

  • Introduction to image processing
  • Introduction to computer vision

Deep Learning I

Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020

Teaching assistant for 2020 and 2021

  • Multi-Layer-Perceptron (Numpy, Pytorch)
  • Recurrent Neural Networks (Keras)
  • Convolutional Neural Networks (Keras, Tensorflow)

Student Projects

1A, 2A and 3A, Télécom Paris, 2021

Co-supervisor of research student projects:

  • Exploring loss functions for multi-view radar semantic segmentation.
  • Exploring radar tensor aggregation methods for multi-view radar semantic segmentation.
  • Iceberg monitoring using optical and SAR remote sensing data.
  • Deforestation detection using optical and SAR remote sensing data.