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This is a collection of our works targeted at utilizing pre-generated soft labels for stronger, faster and more efficient knowledge distillation.
FerKD (
@ICCV'23):FerKD: Surgical Label Adaptation for Efficient Distillation
FKD (
@ECCV'22):A Fast Knowledge Distillation Framework for Visual Recognition
@inproceedings{shen2023ferkd,title={FerKD: Surgical Label Adaptation for Efficient Distillation},author={Zhiqiang Shen},booktitle={ICCV},year={2023}}@inproceedings{shen2021afast,title={A Fast Knowledge Distillation Framework for Visual Recognition},author={Zhiqiang Shen and Eric Xing},booktitle={ECCV},year={2022}}