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Author

Chuan Sun

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Conference Aug 2026

VQRC: Variational Quantum Residual Compensation for Deep Neural Network Compression

The continuous scaling of neural networks improves representation capacity but imposes prohibitive storage, memory bandwidth, and energy costs during deployment. To address the accuracy degradation inherent in aggressive low-bit model compression, this paper proposes Variational Quantum Residual Compensation (VQRC), a...

Zheng-Hao Jiang, Ning Chen, Xiao-Han Yuan et al. · 0 citations

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