SIN: Semantic Inference Network for Few-Shot Streaming Label Learning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3162747
Abstract: Streaming label learning aims to model newly emerged labels for multilabel classification systems, which requires plenty of new label data for training. However, in changing environments, only a small amount of new label data can… read more here.
Keywords: semantic inference; shot streaming; label; streaming label ... See more keywords
Tensor-Empowered Adaptive Learning for Few-Shot Streaming Tasks.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3227267
Abstract: Various stream learning methods are emerging in an endless stream to provide a wealth of solutions for artificial intelligence in streaming data scenarios. However, when each data stream is oriented to a different target space,… read more here.
Keywords: shot streaming; adaptive learning; streaming tasks; tensor empowered ... See more keywords