QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution

Haotong Qin, Yulun Zhang, Yifu Ding, Yifan Liu, Xianglong Liu +2 more
2/12/2026

No official code found. Best implementation: htqin/QuantSR (51 stars, Apache-2.0, last commit 2024-05-13).

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Code Implementations(1)

htqin/QuantSRCommunity71%
Apache-2.0

[NeurIPS 2023 Spotlight] This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

512Shell, MATLABOct 19, 20232 years agoApache-2.0
model-quantizationquantized-neural-networkssuper-resolution

Cite this paper

@article{qin2026quantsr,
  title  = {QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution},
  author = {Haotong Qin and Yulun Zhang and Yifu Ding and Yifan Liu and Xianglong Liu and Martin Danelljan and Fisher Yu},
  year   = {2026},
  doi    = {10.52202/075280-2483},
  url    = {https://doi.org/10.52202/075280-2483},
  journal = {NEURIPS 2023 2023}
}

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