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Context Unaware Knowledge Distillation for Image Retrieval
Existing data-dependent hashing methods use large backbone networks with millions of parameters and are computationally complex. Existing knowledge...
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Mechanical Model and Knowledge Retrieval System Based on JsonLogic
This paper implements a mechanical model and a knowledge retrieval system based on JsonLogic for knowledge derivation. While using jieba word...
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Knowledge Representation and Information Retrieval from Ontologies
The Ontology is an emerging domain that assists is intelligent decision making and connects various users, thereby facilitating a way of presenting...
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Knowledge Graphs in Text Information Retrieval
The article discusses the issues of texts ontological representations graph forms interactive use in tasks of information support by means of...
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Global semantics correlation transmitting and learning for sketch-based cross-domain visual retrieval
Sketch-based cross-domain visual data retrieval is the process of searching for images or 3D models using sketches as input. Achieving feature...
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Contour detection network for zero-shot sketch-based image retrieval
Zero-shot sketch-based image retrieval (ZS-SBIR) is a challenging task that involves searching natural images related to a given hand-drawn sketch...
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Multi-modal molecule structure–text model for text-based retrieval and editing
There is increasing adoption of artificial intelligence in drug discovery. However, existing studies use machine learning to mainly utilize the...
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A CAD model retrieval framework based on correlation network and relevance ranking
The computer-aided design (CAD) models contain abundant domain knowledge, either structure, material, or process information. An efficient retrieval...
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An Ontology for the Fashion Domain Based on Knowledge Retrieval
Building a large-scale knowledge graph in the fashion domain can be advantageous for further applications such as recommendations and searches. The...
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Bengali document retrieval using a language modeling approach enhanced by improved cluster-based smoothing
Zero frequency is a fundamental problem in information retrieval using language models and smoothing is applied to deal with this problem. The...
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Knowledge Retrieval by Exploring Correlation Between Texts with Different Genre Perspectives
Clustering and topic modelling are among the most widely used methods for knowledge retrieval in computational linguistics. These methods have many...
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Spatial-temporal episodic memory modeling for ADLs: encoding, retrieval, and prediction
Activities of daily living (ADLs) relate to people’s daily self-care activities, which reflect their living habits and lifestyle. A prior study...
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KnowledgeNavigator: leveraging large language models for enhanced reasoning over knowledge graph
Large language models have achieved outstanding performance on various downstream tasks with their advanced understanding of natural language and...
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Deep Representation-Based Fuzzy Graph Model for Content-Based Image Retrieval
Image retrieval involves searching for images relevant to a user-provided query image. In this paper, we aim to develop a graph-based model with deep...
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Interactive similar patient retrieval for visual summary of patient outcomes
AbstractSimilar patient retrieval has become increasingly important with the explosive growth of electronic health records (EHRs). A similar patient...
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DRHTG: A Knowledge-Centric Approach for Document Retrieval Based on Heterogeneous Entity Tree Generation and RDF Map**
There is an enormous amount of data stored on the World Wide Web throughout the years of internet practice. There is a necessity for sophisticated...
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Generative face inpainting hashing for occluded face retrieval
COVID-19 has resulted in a significant impact on individual lives, bringing a unique challenge for face retrieval under occlusion. In this paper, an...
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Robust zero-shot discrete hashing with noisy labels for cross-modal retrieval
Recently, zero-shot hashing methods have been successfully applied to cross-modal retrieval. However, these methods typically assume that the...
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Sketch Classification and Sketch Based Image Retrieval Using ViT with Self-Distillation for Few Samples
Sketch-based image retrieval (SBIR) with Zero-Shot are challenging tasks in computer vision, enabling to retrieve photo images relevant to sketch...
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An Intrinsic Framework of Information Retrieval Evaluation Measures
Information retrieval (IR) evaluation measures are cornerstones for determining the suitability and task performance efficiency of retrieval systems....