no code implementations • 21 Nov 2023 • Janis Postels, Yannick Strümpler, Klara Reichard, Luc van Gool, Federico Tombari
Neural Fields (NFs) have gained momentum as a tool for compressing various data modalities - e. g. images and videos.
no code implementations • 8 Dec 2021 • Yannick Strümpler, Janis Postels, Ren Yang, Luc van Gool, Federico Tombari
Recently Implicit Neural Representations (INRs) gained attention as a novel and effective representation for various data types.
no code implementations • 5 Dec 2020 • Janis Postels, Hermann Blum, Yannick Strümpler, Cesar Cadena, Roland Siegwart, Luc van Gool, Federico Tombari
We find that this leads to improved OOD detection of epistemic uncertainty at the cost of ambiguous calibration close to the data distribution.
1 code implementation • 27 Sep 2020 • Yannick Strümpler, Ren Yang, Radu Timofte
Therefore, we propose learning to improve the encoding performance with the standard decoder.