A CLIP-based few-shot anomaly classifier with adapters and a cross-modal Anomaly Descriptor reports state-of-the-art VisA results and competitive, not always best, MVTEC-AD results.
A reconstruction-based feature adaptation for anomaly detection with self-supervised multi-scale aggregation,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
CLIP-FSAC++: Few-Shot Anomaly Classification with Anomaly Descriptor Based on CLIP
A CLIP-based few-shot anomaly classifier with adapters and a cross-modal Anomaly Descriptor reports state-of-the-art VisA results and competitive, not always best, MVTEC-AD results.