Official PyTorch implementation of the paper "Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification"
Our paper was accepted by ECAI2023(European Conference on Artificial Intelligence).
@article{ma2023semantic,
title={Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification},
author={Ma, Leilei and Sun, Dengdi and Wang, Lei and Zhao, Haifang and Luo, Bin},
journal={arXiv preprint arXiv:2307.09715},
year={2023}
}
or
@inproceedings{DBLP:conf/ecai/MaSWZ023,
author = {Leilei Ma and Dengdi Sun and Lei Wang and Haifeng Zhao and Bin Luo},
editor = {Kobi Gal and Ann Now{\'{e}} and Grzegorz J. Nalepa and Roy Fairstein and Roxana Radulescu},
title = {Semantic-Aware Dual Contrastive Learning for Multi-Label Image Classification},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {1656--1663},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230449},
doi = {10.3233/FAIA230449},
timestamp = {Wed, 18 Oct 2023 09:31:16 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MaSWZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
In case of any queries, please feel free to contact us for assistance. E-mail: xiaoleilei1990@gmail.com
We thank the authors of Query2label, detr, for their great works and codes. Thanks to @SlongLiu for providing a useful script for training.