Flickr Image Community Analytics by Deep Noise-Refined Matrix Factorization.

Accurately categorizing Flickr images into multiple pre-defined communities (e.g., “architecture” and “peaceful”) is an indispensable technique in multimedia analysis, graphic design, fashion recommendation, etc. In practice, these communities are constructed and updated manually, which is subjective and intolerably time consuming. To alleviate these shortcomings, a noise-refined deep matrix facto...