QuantSR+ introduces RBD, QSA, and SFD techniques to achieve state-of-the-art accuracy-efficiency trade-offs in 2-4 bit quantized image super-resolution networks, with reported PSNR gains like 0.29 dB on Urban100 for SwinIR-S.
I 2nq: Inter and intra nonuniform quantization for single image super-resolution.IEEE Transactions on Neural Networks and Learning Systems, 2024
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QuantSR+: Pushing the Limit of Quantized Image Super-Resolution Networks
QuantSR+ introduces RBD, QSA, and SFD techniques to achieve state-of-the-art accuracy-efficiency trade-offs in 2-4 bit quantized image super-resolution networks, with reported PSNR gains like 0.29 dB on Urban100 for SwinIR-S.