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cs.CV2025★ 1 cited
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning
Hao Wang, Shuo Zhang, Biao Leng
The computer vision community has witnessed an extensive exploration of vision transformers in the past two years. Drawing inspiration from traditional schemes, numerous works focu…
cs.CV2024
Unlocking the Potential of Reverse Distillation for Anomaly Detection
Xinyue Liu, Jianyuan Wang, Biao Leng +1
Knowledge Distillation (KD) is a promising approach for unsupervised Anomaly Detection (AD). However, the student network's over-generalization often diminishes the crucial represe…