Latent Semantic Learning with Structured Sparse Representation for Human Action Recognition
This paper proposes a novel latent semantic learning method for extracting high-level features (i.e. latent semantics) from a large vocabulary of abundant mid-level features (i.e.
Balasubramanian+19 more
core +1 more source
Bridging the Visual Semantic Gap in VLN via Semantically Richer Instructions [PDF]
Joaquín Ossandón+2 more
openalex +1 more source
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing [PDF]
Yilin Niu+5 more
openalex +1 more source
Image Captioning with multi-level similarity-guided semantic matching
Image Captioning is a cross-modal task that needs to automatically generate coherent natural sentences to describe the image contents. Due to the large gap between vision and language modalities, most of the existing methods have the problem of ...
Jiesi Li+3 more
doaj
Consensus definitions of disease activity in hidradenitis suppurativa: crossing the semantic gap. [PDF]
Navrazhina K, Frew JW.
europepmc +1 more source
Cross-Layer Security for Semantic Communications: Metrics and Optimization [PDF]
Different from traditional secure communication that focuses on symbolic protection at the physical layer, semantic secure communication requires further attention to semantic-level task performance at the application layer. There is a research gap on how to comprehensively evaluate and optimize the security performance of semantic communication.
arxiv
Phenotype ontologies for mouse and man: bridging the semantic gap [PDF]
Paul N. Schofield+4 more
openalex +1 more source
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model [PDF]
In recent years, the rapid development of machine learning has brought reforms and challenges to traditional communication systems. Semantic communication has appeared as an effective strategy to effectively extract relevant semantic signals semantic segmentation labels and image features for image transmission.
arxiv
Bridging the Semantic Gap between RDF and SPARQL using Completeness Statements [Extended Version] [PDF]
RDF data is often treated as incomplete, following the Open-World Assumption. On the other hand, SPARQL, the standard query language over RDF, usually follows the Closed-World Assumption, assuming RDF data to be complete. This gives rise to a semantic gap between RDF and SPARQL.
arxiv
Semantic Heterogeneity Issues on the Web
The Semantic Web is an extension of the traditional Web in which meaning of information is well defined, thus allowing a better interaction between people and computers.
Gracia, Jorge, Mena, Eduardo
core