About Me
Currently, I am a Doctor of Philosophy (PhD) candidate at the Pattern Recognition and Intelligent System Laboratory, School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing (100876), China. I am supervised by Prof. Zhanyu Ma and co-supervised by Prof. Yi-Zhe Song.
My research interests are in:
- Fine-Grained Visual Classification 🦅
- Semi-Supervised Learning 🤖
- Domain Generalization ðŸ§
Publications
- Ruoyi Du, Dongliang Chang, Yi-Zhe Song, Zhanyu Ma, and Jun Guo, Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data, arXiv preprint arXiv:2112.02747, 2021. arXiv Code
- Ruoyi Du, Jiyang Xie, Zhanyu Ma, Dongliang Chang, Yi-Zhe Song, and Jun Guo, Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted. DOI Code
- Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma, Yi-Zhe Song, and Jun Guo, Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches, in Proceedings of European Conference on Computer Vision (ECCV), 2020. Arxiv Code
Service
Review for CVPR, ICASSP, IJCV, TNNLS, etc.