research
∙
12/25/2020
A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning
Adversarial Training (AT) with Projected Gradient Descent (PGD) is an ef...
share
research
∙
07/14/2020
Tackling the Problem of Limited Data and Annotations in Semantic Segmentation
In this work, the case of semantic segmentation on a small image dataset...
research
∙
03/04/2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems
This paper analyzes the robustness of deep learning models in autonomous...
research
∙
03/02/2020
