Unsupervised & Semi-Supervised From survey PDF — verify links
MemAE
MemAE — Reconstruction-Based Normality
ICCV · 2019Human-reviewed summary status
Survey summary
Classical non-LM baseline. Constrains reconstruction with a memory module of prototypical normal patterns to avoid reconstructing anomalies too well.
Taxonomy placement
Unsupervised & Semi-Supervised
Unsupervised & Semi-SupervisedReconstruction-Based Normality
Method characteristics
Unsupervised & Semi-SupervisedNon-LM baselineMemory-augmented