MMAISep 8, 2023

A survey of manifold learning and its applications for multimedia

arXiv:2310.12986v11 citationsh-index: 2
Originality Synthesis-oriented
AI Analysis

It is a survey paper, so it is incremental and summarizes existing knowledge for researchers in machine learning and multimedia.

This paper provides an introduction to manifold learning and its applications in multimedia, but does not present new results or concrete numbers.

Manifold learning is an emerging research domain of machine learning. In this work, we give an introduction into manifold learning and how it is employed for important application fields in multimedia.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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