1 code implementation • 17 Nov 2022 • Vanessa Böhm, Wei Ji Leong, Ragini Bal Mahesh, Ioannis Prapas, Edoardo Nemni, Freddie Kalaitzis, Siddha Ganju, Raul Ramos-Pollan
In the case of landslides, rapid assessment involves determining the extent of the area affected and measuring the size and location of individual landslides.
4 code implementations • Under review 2020 • Vanessa Böhm, Uroš Seljak
The PAE is fast and easy to train and achieves small reconstruction errors, high sample quality, and good performance in downstream tasks.
Ranked #1 on Out-of-Distribution Detection on Fashion-MNIST
1 code implementation • 22 Oct 2019 • Vanessa Böhm, François Lanusse, Uroš Seljak
We develop a generative model-based approach to Bayesian inverse problems, such as image reconstruction from noisy and incomplete images.