2 papers
cs.CV2026
SEEK-VAU: Towards Evidence-Faithful Video Anomaly Understanding via Agentic Search
Minghe Wang, Weijun Zeng, Dapeng Luo +2
Most video anomaly understanding (VAU) systems still infer anomaly judgments from evidence collected in a feed-forward way under predefined rules, typically sampled frames, or even…
cs.CV2016
Learning Scene-specific Object Detectors Based on a Generative-Discriminative Model with Minimal Supervision
Dapeng Luo, Zhipeng Zeng, Nong Sang +5
One object class may show large variations due to diverse illuminations, backgrounds and camera viewpoints. Traditional object detection methods often perform worse under unconstra…