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...

Полное описание

Библиографические подробности
Главные авторы: Kwiatkowska, M, Wu, M
Формат: Conference item
Язык:English
Опубликовано: IEEE 2020