I am a Machine Learning and Computer Vision researcher making machines understand and generate representations of humans in 2D and 3D. I joined Facebook Reality Labs in March 2019 to make my vision of better and easier interaction between humans and machines become a reality.
Before joining Facebook, I worked at a startup which was acquired by Amazon. I did my PhD at the Bernstein Center for Computational Neuroscience Tübingen and the Max Planck Institute for Intelligent Systems.
We extend deferred neural rendering to articulated settings, specifically humans, and demonstrate fast and high quality rendering performance.
A very efficient differentiable renderer, tightly integrated with PyTorch and PyTorch3D.
We propose a new method to reconstruct a mesh-based avatar from RGB-D video taking albedo and lighting into account.