Global Semantic Descriptors for Zero-Shot Action Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3200605
Abstract: The success of zero-shot action recognition (ZSAR) methods is intrinsically related to the nature of semantic side information used to transfer knowledge, although this aspect has not been primarily investigated in the literature. This work… read more here.
Keywords: action recognition; shot action; global semantic; action ... See more keywords
GSMNet: Global Semantic Memory Network for Aspect-Level Sentiment Classification
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DOI: 10.1109/mis.2020.3042253
Abstract: Aspect-level sentiment classification determines the sentiment polarity of a targeted aspect. To solve this task, attention-based neural networks are typically adopted to explore the interaction between the aspect and its context in a single sentence.… read more here.
Keywords: gsmnet; global semantic; aspect level; semantic memory ... See more keywords
Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning.
Sign Up to like & getrecommendations! Published in 2020 at "IEEE transactions on cybernetics"
DOI: 10.1109/tcyb.2020.2964993
Abstract: The hashing technique has been extensively used in large-scale image retrieval applications due to its low storage and fast computing speed. Most existing deep hashing approaches cannot fully consider the global semantic similarity and category-level… read more here.
Keywords: similarity; semantic similarity; category level; global semantic ... See more keywords