Weakly Supervised From survey PDF — verify links
IELD-WVAD
IELD-WVAD — LLM Knowledge Enhancement
arXiv · 2024Human-reviewed summary status
Survey summary
Proposes TCVADS, a two-stage cross-modal system for edge devices: a distilled convolutional network performs fast coarse-grained classification, then a CLIP-based fine-grained classifier with cross-modal contrastive learning is triggered only when an anomaly is flagged.
Taxonomy placement
Weakly Supervised
Weakly SupervisedLLM Knowledge Enhancement
Method characteristics
Weakly SupervisedExplainabilityLightweight design