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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jia-Ying Yang

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Conference Sep 2026

Low-SNR environmental sound recognition based on a fiber-optic extrinsic Fabry-Perot interferometric acoustic sensor

To address environmental sound event recognition in scenarios subject to electromagnetic interference, this paper proposes a reliable classification system for low signal-to-noise ratio (SNR) conditions. The system integrates a fiber-optic extrinsic Fabry–Perot interferometer (EFPI) acoustic sensor equipped with a grap...

Jia-Ying Yang, Miao He, Si-Min Ye et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Superposed Latent Autoencoder

The Superposed Latent Autoencoder (SLAE) is introduced, which preserves high-capacity latent representations while sharing storage through learned superposition, and suggests a new principle for representation compression: instead of making every latent smaller, keep representations wide and let them share memory.

Quan-Ling Zhao, Jia-Ying Yang, Tian-Qi Zhang et al. · 0 citations

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