الباحثون

Benfeng Wang

المنشورات 1

نسخة أولية وصول مفتوح

RoMod: Temporal Routing Modulation via Mixture-of-Experts for Video Anomaly Detection

Chao Huang, Pengfei Wei, Benfeng Wang وآخرون · 2026

Intermediate-layer features from multimodal large language models have shown strong potential for video anomaly detection (VAD), yet the origin of their discriminative power remains unclear. We study this question using sparse mixture-of-experts (MoE) models, whose explicit expert structure and sparse activation make t …

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