ML Insights

Advancements in Form Understanding for Scanned Documents

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Understanding for Scanned Documents

Introduction to Form Understanding in Scanned Documents In today’s digital age, the digitization of physical documents has revolutionized how we store, process, and analyze information. From historical records to daily business transactions, everything is transitioning from paper-based to digital formats. This shift brings immense benefits, such as more efficient storage, easy access, and the ability to process […]

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Comprehensive Guide to Graph Neural Networks (GNN) for Multi-View Learning

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Comprehensive Guide to Graph Neural Networks (GNN) for Multi-View Learning

Introduction to Multi-View Learning and Graph Neural Networks (GNN) Multi-View Learning and Graph Neural Networks What is Multi-View Learning? In the age of big data, organizations collect massive volumes of information from multiple perspectives, or “views.” This can include data from diverse sources, such as sensor networks, video feeds, or social media interactions. Multi-View Learning (MVL) is a branch

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