WebMar 30, 2024 · However, there still lacks a systematic understanding of the robustness of these vision-dependent BEV models, which is closely related to the safety of autonomous driving systems. In this paper, we evaluate the natural and adversarial robustness of various representative models under extensive settings, to fully understand their behaviors ... WebApr 11, 2024 · Adversarial attacks in the physical world can harm the robustness of detection models. Evaluating the robustness of detection models in the physical world can be challenging due to the time-consuming and labor-intensive nature of many experiments. Thus, virtual simulation experiments can provide a solution to this challenge. However, …
Software Design/Code robustness - Wikiversity
WebDec 20, 2024 · In this paper, we propose ReCode, a comprehensive robustness evaluation benchmark for code generation models. We customize over 30 transformations specifically for code on docstrings, function and variable names, code syntax, and code format. They are carefully designed to be natural in real-life coding practice, preserve the original semantic ... WebNov 2, 2012 · In the context of codes and standards for structural design, the term robustness has been used to indicate the ability of a structural system to resist damage … how to schedule a google meets meeting
(PDF) On the Robustness of Code Generation Techniques: An …
WebMar 18, 2024 · Semantic Robustness of Models of Source Code Abstract: Deep neural networks are vulnerable to adversarial examples-small input perturbations that result in … WebNov 13, 2013 · Well, the short answer is "no." Robust can mean a lot of things, but the best definition I can come up with is "performing correctly in every situation." If you send a bad … WebThird, we first highlight the robustness in the learning of segmentation in the LRLS paradigm and propose the mix misalignment regularization, which simulates the misalignment distortion and constrains the network to reduce the fitting degree of misaligned regions. ... Papers With Code is a free resource with all data licensed under CC-BY-SA ... north norfolk cycle routes