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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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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...
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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...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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Routing, Models, and Controllers
In this chapter, we add the project started in Chap. 6 and demonstrate how to make use of concepts such as...
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Consistent Look: Layouts, Friendly Error Pages, and Environments
In this chapter, we will update the project seen in the previous chapter. In particular, we will demonstrate how to make use of layouts and friendly...
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Introduction to Authentication. User Login, Logout, and Registration
In this chapter, we will update the project seen in the previous chapter. In particular, we will briefly demonstrate how to make use of Identity in...
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Silence, Dissent, and Common Ground
In a certain picture of cooperative conversation, ‘silence gives assent’. However, in adversarial contexts, structured by power dynamics, silence may...
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Enabling Dynamic Selection of Implementation Variants in Component-Based Parallel Programming for Heterogeneous Systems
Heterogeneous systems, consisting of CPUs and GPUs, offer the capability to address the demands of compute- and data-intensive applications. However,...
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A Novel Mutation Operator for Search-Based Test Case Selection
Test case selection has been a widely investigated technique to increase the cost-effectiveness of software testing. Because the search space in this...
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Improving the Readability of Generated Tests Using GPT-4 and ChatGPT Code Interpreter
A major challenge in automated test generation is the readability of generated tests. Emerging large language models (LLMs) excel at language...
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SearchGEM5: Towards Reliable Gem5 with Search Based Software Testing and Large Language Models
We introduce a novel automated testing technique that combines LLM and search-based fuzzing. We use ChatGPT to parameterise C programs. We compile...
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Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Cap**
In this paper we demonstrate that it is possible to obtain considerable improvement of performance and energy aware metrics for training of deep...
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Cormas: The Software for Participatory Modelling and Its Application for Managing Natural Resources in Senegal
Cormas is an agent-based simulation platform developed in the late 90s by the Green research at CIRAD unit to support the management of natural...
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Designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum
Graph processing has become increasingly popular and essential for solving complex problems in various domains, like social networks. However, the...
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Efficiently Distributed Federated Learning
Federated Learning (FL) is experiencing a substantial research interest, with many frameworks being developed to allow practitioners to build...
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Blockchain-Based Decentralized Authority for Complex Organizational Structures Management
Collaboration based on data sharing within global networks of autonomous organizations requires complex user and group structures. Decentralized...
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Temporal Modification of Event Kinds
As the counterpart to kinds of entities or objects [5], event kinds are used to account for a variety of linguistic facts in the event domain. The...