526,539 Result(s)
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Chapter
Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the recent advances in transformer-based modeling for natural languag...
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Chapter
Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several challenges associated with this emerging technology. First, we will ...
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Chapter
Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several challenges associated with the information that lives on the in...
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Chapter
Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal systems, limited to a single type of data, often fall short of cap...
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Chapter
Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based content. With the proliferation of multimedia platforms and data ...
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Chapter
Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various approaches to achieving effective retrieval, including multimodal ret...
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Chapter and Conference Paper
Towards a Daily Agent-Based Transport System Model for Microscopic Simulation, Based on Peak Hour O-D Matrices
This paper presents the development of a daily, large scale, agent-based microscopic transport simulation integrating diverse data-structures and including the following transport modes: car, bus, bicycle, mot...
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Chapter and Conference Paper
Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight
In this paper, a reinforcement learning-based differential evolution algorithm with levy flight strategy (RLLDE) for solving optimization problems is proposed. It introduces a novel mutation mode considering s...
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Chapter and Conference Paper
Discrepancies Between Michelin Guide Awards and Google Restaurant Reviews: A Case Study of the Capital City of Prague
This study aimed to find out to what extent the restaurant reviews available in Google Maps reflect the expert evaluation of Michelin inspectors in the example of Prague City. We analyzed 5755 Google Reviews o...
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Chapter and Conference Paper
Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards
RGB-D cameras mounted on moving agricultural robotic platforms provide detailed information about both appearance and volume of plants. Those images can be analysed by means of deep segmentation models; howeve...
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Chapter and Conference Paper
Hate Text Finder Using Logistic Regression
Hate Text means a message designed to degrade, intimidate or incite to violence or prejudicial action against a person or group of people based on their race, gender, ethnicity, nationality, religion, politica...
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Chapter and Conference Paper
Deep Learning for Journalism: The Bibliometric Analysis of Deep Learning for News Production in the Artificial Intelligence Era
This research aims to evaluate the articles published from 2018 to 2023. We focused on the deep learning issues that have risen in the last decade. Deep learning is the popular approach in news research, espec...
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Chapter and Conference Paper
The Growing Popularity of eSports Events: Insights from Parents
The article discusses the growing popularity of eSports events and aims to understand the parents’ perspective towards eSports and eSports events. As the growth of eSport events presents an opportunity of the ...
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Chapter
Assessment of Economic Empowerment Through Micro-finance for Sustainable Business: A Study on Woman Vegetable Vendors in Chennai
Microfinance is playing a pivotal role in creating or making unemployed women into entrepreneurs. Microfinance is a kind of bank financial service which is introduced for people having problems or inaccessibil...
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Chapter and Conference Paper
Generating BlobCell Label from Weak Annotations for Precise Cell Segmentation
Cell segmentation in histopathological image analysis is critical for identifying cancer cells and predicting disease severity. However, manual cell labeling is time-consuming. Many experiments speed up the ge...
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Chapter and Conference Paper
Persuasive Systems Features in Digital Health Interventions for Diabetes Management: A Sco** Review
Type 2 diabetes mellitus (T2DM) is a global health problem. Studies have shown that using mobile applications can help reduce the burden of this disease and contribute to its self-management. However, there is...
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Chapter and Conference Paper
Trust Management Model for Service Delegation in SIoT
The Social Internet of Things (SIoT) is an extension of Internet of Things that blends social networking ideas and concepts into the domain of social networking, device connectivity, and communication. During ...
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Chapter and Conference Paper
Spatial Modeling of Dissolved Oxygen in Wastewater from the Quebrada “Ortega” of the Quito Canton, Pichincha Province
The objective of this work is to perform a spatial modeling of dissolved oxygen in wastewater discharged without prior treatment and directly to the “Ortega” stream located at the south of Quito. Wastewater di...
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Chapter
Evolution of Species
Our perception of intelligence is tightly integrated with life and living organisms. In the previous chapter, we looked at various processes that led to the origin of life on Earth in the form of single-celled...
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Chapter and Conference Paper
Feedback Linearization of Quadrotor
Nowadays, unmanned aerial vehicles (UAVs) are growing exponentially in the sector of technology due to their flying ability. It helps in many sectors including military and civilian. Generally, MATLAB Simulink...
