Deep Tensor CCA for Multi-view Learning

This is the pytorch implementation of the deep tensor CCA for multi-view learning. The paper can be found in https://ieeexplore.ieee.org/abstract/document/9428614.

Configuration

This code is tested with Python 3.7 and the dependent python packages can be installed using

pip install -r requirements.txt

Example run

A sample run on multiple feature dataset can be executed as

python dtcca.py 

All related parameter setup can be found in the sample script.

Citation

If you use this code, please kindly cite

@article{wong2021deep,
  title={Deep tensor CCA for multi-view learning},
  author={Wong, Hok Shing and Wang, Li and Chan, Raymond and Zeng, Tieyong},
  journal={IEEE Transactions on Big Data},
  year={2021},
  publisher={IEEE}
}