Search Results for author: Haochuan Lu

Found 1 papers, 0 papers with code

Data Sanity Check for Deep Learning Systems via Learnt Assertions

no code implementations6 Sep 2019 Haochuan Lu, Huanlin Xu, Nana Liu, Yangfan Zhou, Xin Wang

But the statistical nature of DL makes it quite vulnerable to invalid inputs, i. e., those cases that are not considered in the training phase of a DL model.

Cannot find the paper you are looking for? You can Submit a new open access paper.