6 citations · 13 across the 5 of their papers we have counts for
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cs.CV2025
Video Anomaly Detection with Semantics-Aware Information Bottleneck
Juntong Li, Lingwei Dang, Qingxin Xiao +5
Semi-supervised video anomaly detection methods face two critical challenges: (1) Strong generalization blurs the boundary between normal and abnormal patterns. Although existing a…
cs.CV2022★ 6 cited
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding
Guofeng Mei, Cristiano Saltori, Fabio Poiesi +4
Unsupervised learning on 3D point clouds has undergone a rapid evolution, especially thanks to data augmentation-based contrastive methods. However, data augmentation is not ideal…