Liguo Zhang

Deep Feature Bayesian Classifier for SAR Target Recognition with Small Training Set

2022 · Journal of New Media

In recent years, deep learning algorithms have been popular in recognizing targets in synthetic aperture radar (SAR) images. However, due to the problem of overfitting, the performance of these models tends to worsen when just …

Understanding Decision-Making of Autonomous Driving via Semantic Attribution

2024 · IEEE Transactions on Intelligent Transportation Systems

Understanding decision-making in autonomous driving models is essential for real-world applications. Attribution explanation is a primary research direction for interpreting neural network decisions. However, in the context of autonomous driving, numerical attributions fail to interpret …