TDEC: Deep Embedded Image Clustering with Transformer and Distribution Information

ArXi:2603.26746v1 Announce Type: cross Image clustering is a crucial but challenging task in multimedia machine learning. Recently the combination of clustering with deep learning has achieved promising performance against conventional methods on high-dimensional image data. Unfortunately, existing deep clustering methods (DC) often ignore the importance of information fusion with a global perception field among different image regions on clustering images, especially complex ones.