Generalized Zero-shot Learning via Multi-modal Aggregated Posterior Aligning Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2020.3047546
Abstract: The visual-semantic gap between the visual space (visual features) and semantic space (semantic attributes) is one of the main problems in the Generalized Zero-Shot Learning (GZSL) task. The essence of this problem is that the… read more here.
Keywords: space; features semantic; visual features; semantic attributes ... See more keywords
Joint Attributes and Event Analysis for Multimedia Event Detection
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2017.2709308
Abstract: Semantic attributes have been increasingly used the past few years for multimedia event detection (MED) with promising results. The motivation is that multimedia events generally consist of lower level components such as objects, scenes, and… read more here.
Keywords: multimedia event; analysis; event detection; semantic attributes ... See more keywords