Publications

Suryanarayana Maddu, Dominik Sturm, Christian L. Mueller, and Ivo F. Sbalzarini. Inverse Dirichlet weighting enables reliable training of physics informed neural networks. Machine learning: science and technology, (3)1IOP Publishing Ltd., Feb 15, 2022. [PUMA: topic_lifescience ALGORITHM FIS_scads active catastrophic flow forgetting, gradient modeling, multi-objective multi-scale networks, neural physics-informed regularization, training, turbulence,]

Nishant Kumar, Siniša Šegvić, Abouzar Eslami, and Stefan Gumhold. Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. 2023. [PUMA: topic_visualcomputing Detection Feature Flow Normalizing Object Outlier-Aware Synthesis] URL