An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection.
Rujikorn CharakornYuttapong ThawornwattanaSirawaj ItthipuripatNick PawlowskiPoramate ManoonpongNat DilokthanakulPublished in: CoRR (2020)
Keyphrases
- object detection
- representation scheme
- data representations
- computer vision
- k means
- unsupervised learning
- clustering method
- data points
- supervised learning
- theoretical framework
- representation language
- multiple layers
- unsupervised classification
- clustering framework
- object class
- hierarchical clustering
- information theoretic
- d objects
- probabilistic model
- clustering algorithm