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...
Recent Posts
Single Image Motion Deblurring
We take advantage of the physical image formation process for self-supervised motion deblurring.
The Road to Safe Self-driving
A simple color patch could severely affect the optical flow prediction systems in autonomous cars.
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
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-...