Sep 2026
OV-EvDet: Event-Based Open-Vocabulary Object Detection
Si-Qi Li, Shou-An Pan, Wei Bao et al.
· International Journal of Com... · 0 citations
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Aug 2026
ContaminationAD: Anomaly detection with contaminated data.
The Dual-Expert Network is designed by incorporating routing mechanism to process visual feature adaptively and semantic-driven segmentation weighting to facilitate anomaly localization, which demonstrates strong robustness in the presence of data contamination, even when the contamination level is severe.
Zuo Zuo, Jiahao Dong, Zongze Wu
· Neural Networks · 0 citations
Aug 2026
How Powerful are Hypergraph Neural Networks?
The Hypergraph Identity-Aware Subtree (IA Subtree) Kernel is introduced, which distinguishes uniform-regular hypergraphs by considering both neighborhood connectivity and connection density and develops two Hypergraph Neural Networks: Hypergraph Isomorphism Networks (HGIN) and Identity-Aware Hypergraph Isomorphism Netw...
Yi-Fan Feng, Rizhuo Huang, Yi-Fan Zhang et al.
· IEEE Transactions on Pattern... · 1 citation