Enhancing Optimization Robustness in 1-Bit Neural Networks Through Stochastic Sign Descent

Nianhui Guo, Hong Guo, Christoph Meinel, Haojin Yang
2/14/2026

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@article{guo2026enhancing,
  title  = {Enhancing Optimization Robustness in 1-Bit Neural Networks Through Stochastic Sign Descent},
  author = {Nianhui Guo and Hong Guo and Christoph Meinel and Haojin Yang},
  year   = {2026},
  doi    = {10.1007/978-3-031-72751-1_19},
  url    = {https://doi.org/10.1007/978-3-031-72751-1_19},
  journal = {ECCV 2024 2024}
}

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