Search Results for author: Fatima Albreiki

Found 2 papers, 1 papers with code

On Using Deep Learning Proxies as Forward Models in Deep Learning Problems

1 code implementation16 Jan 2023 Fatima Albreiki, Nidhal Belayouni, Deepak K. Gupta

The correctness of the approximate model depends on the extent of sampling conducted in the parameter space, and through numerical experiments, we demonstrate that caution needs to be taken when constructing this landscape with neural networks.

On the Robustness of 3D Object Detectors

no code implementations20 Jul 2022 Fatima Albreiki, Sultan Abughazal, Jean Lahoud, Rao Anwer, Hisham Cholakkal, Fahad Khan

To the best of our knowledge, we are the first to investigate the robustness of point-based 3D object detectors.

3D Object Detection Object +1

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