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

Author

Xin Yuan

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Open access Aug 2026

Binarized High-Efficiency RAW Video Restoration and Beyond.

This paper proposes BinRVR, a binarized RAW video restoration framework that reduces computation and parameters by approximately 96% while incurring only about 4% performance degradation, and develops a Distribution-Aware Binarized Convolution (DAB-Conv) that leverages the statistics of full-precision activations to mitigate quantization errors.

Tianyu Zhu, Ying Fu, Hesong Li et al. · 0 citations

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