OPEMI: Online Performance Evaluation Metrics Index for Deep Learning-Based Autonomous Vehicles
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3246104
Abstract: Vision-based autonomous driving is rapidly growing. There are, however, presently no agreed-upon metrics for assessing how well deep neural network (DNN) models perform in driving. To compare novel approaches and architectures to existing ones, some… read more here.
Keywords: based autonomous; driving performance; online performance; performance evaluation ... See more keywords
AliExpress Learning-To-Rank: Maximizing Online Model Performance without Going Online
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2021.3098898
Abstract: Learning-to-rank (LTR) has become a key technology in E-commerce applications. Most existing LTR approaches follow a supervised learning paradigm from offline labeled data collected from the online system. However, it has been noticed that previous… read more here.
Keywords: online performance; evaluator; learning rank; performance ... See more keywords