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Author

Sheng Chen

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Preprint Sep 2026

Copy What Is Seen, Generate What Is Not: Training-Free Anomaly-Aware Video Restoration

A surveillance system that detects an anomaly often has to repair the footage as well, yet the two tasks are studied in isolation: training-free anomaly detectors stop at a score or a label, while training-free video editing answers to a user prompt rather than to a detector. This paper proposes AVR (Anomaly-aware Vide...

Zhi-Da Qu, Sheng Chen · 0 citations
#artificial intelligence Review Sep 2026

From Semantic to Token Communication: The Next Paradigm for Large-Model-Driven 6G Intelligent Connectivity

The ambitious requirements of sixth-generation (6G) networks are driving communication systems from reliable bit delivery toward meaning-aware and task-oriented connectivity. Large models (LMs), with strong multimodal understanding and generation capabilities, have accelerated this shift and made semantic communication...

Yu Ma, Zhen Gao, Li Qiao et al. · 0 citations

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