Eddy Ilg

I did my PhD under Thomas Brox at the University of Freiburg and currently work as a senior research scientist at Facebook Reality Labs in Redmond, WA, USA on project LiveMaps. In my free time I like to do acting, play piano go running and do woodworking.

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Research Interests

Current:
  • Object Reconstruction in the Wild
  • Neural Scene and Object Representations
  • Neural Inverse Rendering
  • Neural View Synthesis
  • Feature Learning for Mapping and Localization
  • Privacy-Aware Features
  • Deep-Learning and SLAM
During my PhD:
  • Optical Flow
  • Disparity
  • Depth and Motion Boundaries
  • Occlusion Estimation
  • Bayesian Uncertainty Estimation

Project LiveMaps



Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow

Paper and Project Website



Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation

Paper and Project Website



FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Paper and Project Website



DeMoN: Depth and Motion Network for Learning Monocular Stereo

Paper and Project Website



A Large Dataset to Train Convolutional Networks
for Disparity, Optical Flow, and Scene Flow Estimation

Paper and Project Website



FlowNet: Learning Optical Flow with Convolutional Networks

Paper and Project Website