# Deep Neural Network Perception Models and Robust Autonomous Driving Systems

arXiv: https://arxiv.org/abs/2003.08756 · HTML: https://mlsanity.com/paper/2003.08756/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 4 Mar 2020.

## Built on by (most cited first, 1 of 1)

- [Disturbing Target Values for Neural Network Regularization](https://mlsanity.com/paper/2110.05003/) (2021)

## Abstract (arXiv)

This paper analyzes the robustness of deep learning models in autonomous driving applications and discusses the practical solutions to address that.