Portrait

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I am currently a PhD student in the CSAIL Computer Graphics group at MIT where I work under the supervision of Prof. Frédo Durand. My research interests include computational photography, computer vision and machine learning. Prior to joining MIT, I completed my undergraduate studies in France at Ecole Polytechnique with a focus on Applied Mathematics.

Research

  • Differentiable Programming for Image Processing and Deep Learning in Halide
    Tzu-Mao Li, Michaël Gharbi, Andrew Adams, Frédo Durand Jonathan Ragan-Kelley,
    Siggraph 2018

  • Convolutional Neural Network for Earthquake Detection and Location
    Thibaut Perol, Michaël Gharbi, Marine Denolle
    Science Advances 2018

  • Deep Bilateral Learning for Real-Time Image Enhancement
    Michaël Gharbi, Jiawen Chen, Jonathan T. Barron, Samuel W. Hasinoff, Frédo Durand
    Siggraph 2017

  • Deep Joint Demosaicking and Denoising
    Michaël Gharbi, Gaurav Chaurasia, Sylvain Paris, Frédo Durand
    Siggraph Asia 2016

  • Transform Recipes for Efficient Cloud Photo Enhancement
    Michaël Gharbi, YiChang Shih, Gaurav Chaurasia, Jonathan Ragan-Kelley, Sylvain Paris, Frédo Durand
    Siggraph Asia 2015

  • A Gaussian Approximation of Feature Space for Fast Image Similarity
    Michaël Gharbi, Tomasz Malisiewicz, Sylvain Paris, Frédo Durand
    MIT Technical Report 2012