Nan Pu
PhD candidate / guest
- Name
- Dr. N. Pu
- Telephone
- +31 71 527 7077
- n.pu@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-2179-8301
I got my Master Degree in June 2018 from China, and now I am pursuing my PhD in MediaLab at LIACS under supervision of Prof. Aske Plaat and Prof. Michael Lew.
See also
I got my Master Degree in June 2018 from China, and now I am pursuing my PhD in MediaLab at LIACS under supervision of Prof. Aske Plaat and Prof. Michael Lew.
My main research topic is multi-modality data understanding based on deep learning. Such as RGB-Infrared Person Re-Identification and Cross-modality Image Generation. Recently, I am focusing on incorporating lifelong learning into a practical application, namely Lifelong Person Re-Identification.
PhD candidate / guest
- Science
- Leiden Inst of Advanced Computer Science
- Pu N., Liu Y., Chen W., Bakker E.M. & Lew M.S.K. (2022), Meta reconciliation normalization for lifelong person re-identification, MM '22: Proceedings of the 30th ACM international conference on multimedia. the 30th ACM International Conference on Multimedia 10 October 2022 - 14 October 2022. New York, USA: Association for Computing Machinery. 541-549.
- Chen W., Liu Y., Pu N., Wang W., Liu L. & Lew M.S.K. (2022), Feature Estimations based Correlation Distillation for Incremental Image Retrieval, IEEE Transactions on Multimedia 24: 1844-1856.
- Pu N. (8 December 2022), Exploring open-world visual understanding with deep learning (Dissertatie. Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science, Leiden University) ASCI dissertation series no. 441. Supervisor(s): Lew M.S. & Plaat A.
- Pu N., Chen W., Liu Y., Bakker E.M. & Lew M.S.K. (2021), Lifelong person re-identification via adaptive knowledge accumulation, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). CVPR 2021: IEEE Conference on Computer Vision and Pattern Recognition 19 June 2021 - 25 June 2021: IEEE. 7901-7910 .
- Georgiou T.K., Schmitt S., Bäck T.H.W., Pu N., Chen W. & Lew M.S.K. (2021), Comparison of deep learning and hand crafted features for mining simulation data, 2020 25th International Conference on Pattern Recognition (ICPR). 25th International Conference on Pattern Recognition (ICPR2020) 10 January 2020 - 15 January 2020: IEEE. 1-8.
- Pu N., Chen W., Liu Y., Bakker E.M. & Lew M.S.K. (2020), Dual Gaussian-based variational subspace disentanglement for visible-infrared person re-identification. Atrey P.K. & Li Z. (Eds.), MM '20: proceedings of the 28th ACM international conference on multimedia. ACM Multimedia Conference 2020 12 October 2020 - 16 October 2020. New York, NY, U.S.A.: ACM. 2149-2158.
- Chen W., Pu N., Liu Y., Bakker E.M. & Lew M.S.K. (2019), Domain Uncertainty Based On Information Theory for Cross-Modal Hash Retrieval, 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE International Conference on Multimedia and Expo (ICME) 8 July 2019 - 12 July 2019. Shanghai, China: IEEE. 43-48.
- Pu N., Georgiou T.K., Bakker E.M. & Lew M.S.K. (2019), Learning a Domain-Invariant Embedding for Unsupervised Person Re-identification, 2019 International Joint Conference on Neural Networks (IJCNN). 2019 International Joint Conference on Neural Networks (IJCNN) 14 July 2019 - 19 July 2019: IEEE. 1-8.