1 code implementation • CVPR 2020 • Tejas Borkar, Felix Heide, Lina Karam
Deep neural network (DNN) predictions have been shown to be vulnerable to carefully crafted adversarial perturbations.
no code implementations • 8 Jan 2018 • Lina Karam, Tejas Borkar, Yu Cao, Junseok Chae
The proposed generative sensing framework aims at transforming low-end, low-quality sensor data into higher quality sensor data in terms of achieved classification accuracy.
1 code implementation • 5 May 2017 • Tejas Borkar, Lina Karam
In this paper, we evaluate the effect of image distortions like Gaussian blur and additive noise on the activations of pre-trained convolutional filters.