yxgeee / bake

Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification

Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification

Updates

[2021-06-08] The implementation of BAKE on small-scale datasets has been added, please refer to small_scale. [2021-06-09] The implementation of BAKE on ImageNet has been added, please refer to imagenet.

Citation

If you find BAKE helpful in your research, please consider citing:

@misc{ge2020bake,
    title={Self-distillation with Batch Knowledge Ensembling Improves ImageNet Classification},
    author={Yixiao Ge and Ching Lam Choi and Xiao Zhang and Peipei Zhao and Feng Zhu and Rui Zhao and Hongsheng Li},
    year={2021},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}