Hierarchical semantics
WebA semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form of knowledge … Web21 de out. de 2007 · We introduce hSOs: hierarchical semantics of objects. An hSO is learnt from a collection of images taken from a particular scene category. The hSO captures the interactions between the objects that tend to co-occur in the scene, and hence are potentially semantically related. Such relationships are typically hierarchical. For …
Hierarchical semantics
Did you know?
Web21 de mai. de 2024 · Multi-scale inference is commonly used to improve the results of semantic segmentation. Multiple images scales are passed through a network and then the results are combined with averaging or max pooling. In this work, we present an attention-based approach to combining multi-scale predictions. We show that predictions at certain … Web1 de mai. de 2024 · Such representations are commonly based on syntax or semantics, e.g., learning representations of source code at the level of tokens (e.g., abstract syntax trees) or statements (e.g, control flow ...
Web5 de jan. de 2024 · The hierarchical label structure provides rich information among different categories. To rationally take use of category correlations, hierarchical cross-modal hashing is proposed. However, existing methods intend to preserve instance-pairwise or class-pairwise similarities, which cannot fully explore the semantic correlations among … Web5 de set. de 2024 · Objects can be described in hierarchical semantics, and people also perceive them this way. It leads to the need for hierarchical classification in machine learning. On the other hand, when a new data that belongs to a new class is given, the existing classification methods should be retrained for all data including the new data. To …
Web27 de mar. de 2024 · In this paper, we instead address hierarchical semantic segmentation (HSS), which aims at structured, pixel-wise description of visual observation in terms of a … WebPropose a hierarchical disentangle network (HDN) to disentangle the constitutes of objects into hierarchical parts. • Propose a novel semantic combination scheme to ensure disentanglement of representations at different levels. • A hierarchical auxiliary classifier is elaborately designed to capture the hierarchical semantics of generations
WebThis way, intuitively we create a hierarchy of namespaces, which allows even more precise distribution of classes according to their semantics. ParaCrawl Corpus The purpose of …
Web29 de jan. de 2024 · This semantics can be internalized via Grothendieck construction, resulting in the category of executions of a Petri net representing the semantics of the overall hierarchical net. We conclude the paper by giving an engineering-oriented overview of how our model of hierarchical nets can be implemented in a transaction-based smart … tlx 011 tournamentWebA Hierarchical Semantics-Aware Distributional Similarit y Scheme Shuqi Sun 1, Ke Sun 2, Shiqi Zhao 2, Haifeng Wang 2, Muyun Yang 1, and Sheng Li 1 1Harbin Institute of Technology, Harbin, China fsqsun,ymy [email protected], [email protected] 2Baidu, Beijing, China fsunke,zhaoshiqi,wanghaifeng [email protected] Abstract The context type … tlx 012Web12 de jun. de 2024 · Figure 4. Our hierarchical multi-scale attention method. Top: During training, our model learns to predict attention between two adjacent scale pairs. Bottom: Inference is done in a chained/hierarchical manner in order to combine multiple scales of predictions together. Lower scale attention determines the contribution of the next higher … tlx 014tlx 013Web30 de mar. de 2024 · Semantics Hierarchy. I recently completed a course on Social Communication and one of the resources we were given was a list of ‘Semantics … tlx 0 to 60Web28 de fev. de 2024 · This paper proposes a patent citation classification model based on deep learning, and collects the patent datasets in text analysis and communication area from Google patent database to evaluate the classification effect of the model. At the same time, considering the technical relevance between the examiners’ citations and the … tlx 0-60WebFunctional annotation of genes using hierarchical text categorization. In Proceedings of the ACL Workshop on Linking Biological Literature, Ontologies and Databases: Mining Biological Semantics. 1–4. Google Scholar [14] Daphne Koller and Mehran Sahami. 1997. Hierarchically Classifying Documents Using Very Few Words. tlx 017