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CVPR2022-AURL

This is the implementation of our AURL paper "Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification".

Results on the UCF-101 dataset:
PWC
Results on the HMDB-51 dataset:
PWC

Citation

<!-- The pipeline is built upon the CVPR 2020 work for your reference: https://github.com/bbrattoli/ZeroShotVideoClassification. -->

If you find the code useful, please cite our AURL: <!--and the CVPR 2020 work:-->

@inproceedings{shi-cvpr22-AURL,
    author    = {Shi Pu, Kaili Zhao, and Mao Zheng}, 
    title     = {Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification}, 
    booktitle = {IEEE Conference on Computer Vision and Pattern Recognition},    
    year      = {2022}
}
<!-- ``` @inproceedings{brattoli2020rethinking, title={Rethinking zero-shot video classification: End-to-end training for realistic applications}, author={Brattoli, Biagio and Tighe, Joseph and Zhdanov, Fedor and Perona, Pietro and Chalupka, Krzysztof}, booktitle={IEEE Conference on Computer Vision and Pattern Recognition}, pages={4613--4623}, year={2020} } ``` -->

Acknowledgment

The code of our work is based on the pipeline of "https://github.com/bbrattoli/ZeroShotVideoClassification".
Thanks for the code and training protocol.