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Henning Meyer

2 accepted papers

2022

Kubric: A Scalable Dataset Generator

CVPR 2022poster

Data is the driving force of machine learning, with the amount and quality of training data often being more important for the performance of a system than architecture and training details. But collecting, processing and annotating real data at scale is difficult, expensive, and frequently raises a…

Cited by 249PDFcodeScholar
2022

Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations

CVPR 2022poster

A classical problem in computer vision is to infer a 3D scene representation from few images that can be used to render novel views at interactive rates. Previous work focuses on reconstructing pre-defined 3D representations, e.g. textured meshes, or implicit representations, e.g. radiance fields, a…

Cited by 208PDFScholar