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    Chapter and Conference Paper

    AutoSimulate: (Quickly) Learning Synthetic Data Generation

    Simulation is increasingly being used for generating large labelled datasets in many machine learning problems. Recent methods have focused on adjusting simulator parameters with the goal of maximising accurac...

    Harkirat Singh Behl, Atilim Güneş Baydin, Ran Gal in Computer Vision – ECCV 2020 (2020)

  2. Chapter and Conference Paper

    A Contour Completion Model for Augmenting Surface Reconstructions

    The availability of commodity depth sensors such as Kinect has enabled development of methods which can densely reconstruct arbitrary scenes. While the results of these methods are accurate and visually appeal...

    Nathan Silberman, Lior Shapira, Ran Gal, Pushmeet Kohli in Computer Vision – ECCV 2014 (2014)