This is the official project repository for Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation [ICLR 2024], Authors: Yaofo Chen, Shuaicheng Niu, Yaowei Wang, Shoukai Xu, Hengjie Song, Mingkui Tan
Dependencies Installation:
Please refer to requirements.txt
Data Preparation:
Please download ImageNet-C and extract the tar files. Then use tools/make_tfrec.py to transfer raw image files into tfrecord format.
python -m entry.run --conf conf/cema.conf -o outputs/
@inproceedings{chen2024towards,
title={Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation},
author={Yaofo Chen and Shuaicheng Niu and Shoukai Xu and Hengjie Song and Yaowei Wang and Mingkui Tan},
booktitle={International Conference on Learning Representations},
year={2024},
}
