output
20142026
most citedThe Vulnerability of Semantic Segmentation Networks to Adversarial Attacks in Autonomous Driving: Enhancing Extensive Environment Sensing

40 citations

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cs.LG2025★ 10 cited

Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset

Sam Jacob Jacob, Markus Mrosek, Carsten Othmer +1

Aerodynamic optimization is crucial for developing eco-friendly, aerodynamic, and stylish cars, which requires close collaboration between aerodynamicists and stylists, a collabora…

cs.LG2021★ 1 cited

Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models

Justin Bayer, Maximilian Soelch, Atanas Mirchev +2

Amortised inference enables scalable learning of sequential latent-variable models (LVMs) with the evidence lower bound (ELBO). In this setting, variational posteriors are often on…