A deep sprite-based image decomposition method matches SOTA unsupervised class-aware segmentation on CLEVR, scales linearly with objects, explicitly identifies categories, and fully models images interpretably.
DPR-CAE: capsule autoencoder with dynamic part representation for image parsing.arXiv preprint arXiv:2104.14735
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Deep sprite-based image models: An analysis
A deep sprite-based image decomposition method matches SOTA unsupervised class-aware segmentation on CLEVR, scales linearly with objects, explicitly identifies categories, and fully models images interpretably.