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Domain adaptive video summarization using generalized transformer

delete2025-07-05
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PRE
AI
Z
Ziyi Wang
吴心筱 cover
吴心筱 (Xinxiao Wu)
DOI:10.1016/j.patcog.2025.112059delete
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Abstract

Abstract

En 中文
• Two-stage domain adaptation framework for cross-domain video summarization. • Regularized feature encoder based on Transformer boosts cross-domain generalization. • Discrepancy reduction loss with confidence weighting adapts to target domain. • Our method outperforms state-of-the-art methods on various datasets and metrics.

Journal

Pattern Recognition cover
Pattern Recognition
IF:
7.6
Papers:
1.3W
Citations:
4.5W

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