Code for "RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr" (ICML'2020)
https://proceedings.icml.cc/static/paper_files/icml/2020/3745-Paper.pdf or
https://arxiv.org/abs/2007.03349
sh run.sh
Datasets can be downloaded from their offical websites. Some of them were uploaded to my google drive:
CUB-200-2011: https://drive.google.com/file/d/15hY8JGKflmYJcStv0wRiKjZHxV9P2yEq/view?usp=sharing
Feel free to contact me (lixj04@gmail.com) if you have any question about the code.
@inproceedings{li2020rifle, title={RIFLE: Backpropagation in Depth for Deep Transfer Learning through Re-Initializing the Fully-connected LayEr}, author={Li, Xingjian and Xiong, Haoyi and An, Haozhe and Xu, Cheng-Zhong and Dou, Dejing}, booktitle={International Conference on Machine Learning}, pages={6010--6019}, year={2020}, organization={PMLR} }