26 citations · 48 across the 7 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.CV2024
Tuned Reverse Distillation: Enhancing Multimodal Industrial Anomaly Detection with Crossmodal Tuners
Xinyue Liu, Jianyuan Wang, Biao Leng +1
Knowledge distillation (KD) has been widely studied in unsupervised image Anomaly Detection (AD), but its application to unsupervised multimodal AD remains underexplored. Existing…
cs.CV2024
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection
Xinyue Liu, Jianyuan Wang, Biao Leng +1
Knowledge distillation based on student-teacher network is one of the mainstream solution paradigms for the challenging unsupervised Anomaly Detection task, utilizing the differenc…