Recent Posts

Differentiable Volumetric Rendering

Differentiable Volumetric Rendering

Deep neural networks have revolutionized computer vision over the last decade. They excel in 2D-based vision tasks such as object detection, optical flow pre...

Texture Fields

Texture Fields

Recently, deep learning methods in the 3D domain have gained popularity in the research community. One of the major goals in this area is to reconstruct 3D c...

Occupancy Flow

Occupancy Flow

An intelligent agent that can interact with the world has to be able to reason in 3D. In recent year, there has therefore been a lot of interest in learning-...