Unsupervised & Semi-Supervised From survey PDF — verify links
Kim et al. (CLIP normality)
Kim et al. (CLIP normality) — Text-Conditional Similarity
Sensors · 2023Human-reviewed summary status
Survey summary
Compares frames or object crops against predefined natural-language descriptions of normal and abnormal situations generated with ChatGPT, learning a text-conditional similarity function without frame- or video-level labels.
Taxonomy placement
Unsupervised & Semi-Supervised
Unsupervised & Semi-SupervisedText-Conditional Similarity
Method characteristics
Unsupervised & Semi-SupervisedCLIPChatGPT descriptionsText-conditional