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Author

Jin-Yu Wei

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Open access Aug 2026

From citation intent to knowledge contribution: Classifying what cited papers actually contribute

The Knowledge Contribution Taxonomy (KCT), derived from the Scientific Research Logic Model, is proposed, which identifies the type of knowledge a cited paper contributes based on the citation context, and classifies citations into Method, Resource Tool, Empirical Finding, and Background, further distinguishing core fr...

Zhi-Bang Quan, Zhentao Liang, Ming Ma et al. · 0 citations
Sep 2026

Enhancing video anomaly detection through dual-path reconstruction and diverse pseudo-anomaly generation

This paper introduces a VAD method leveraging a multi-source pseudo-anomaly generator and a dual-decoder framework that integrates spatiotemporal perturbations and object-level local appearance perturbations to enhance anomaly coverage.

Jin-Yu Wei, Shi-Feng Li, Guo-Long Li et al. · 0 citations

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