Robustness guarantees for deep neural networks on videos

The widespread adoption of deep learning models places demands on their robustness. In this paper, we consider the robustness of deep neural networks on videos, which comprise both the spatial features of individual frames extracted by a convolutional neural network and the temporal dynamics between...

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Detaylı Bibliyografya
Asıl Yazarlar: Kwiatkowska, M, Wu, M
Materyal Türü: Conference item
Dil:English
Baskı/Yayın Bilgisi: IEEE 2020