Nan Pu
Promovendus / gast
- Naam
- Dr. N. Pu
- Telefoon
- +31 71 527 7077
- n.pu@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-2179-8301
Ik heb mijn Master Degree in juni 2018 in China gehaald, en nu ben ik bezig met mijn PhD in het MediaLab bij LIACS onder begeleiding van Prof. Aske Plaat en Prof. Michael Lew.
Zie ook
Ik heb mijn Master Degree in juni 2018 in China gehaald, en nu ben ik bezig met mijn PhD in het MediaLab bij LIACS onder begeleiding van Prof. Aske Plaat en Prof. Michael Lew.
Mijn belangrijkste onderzoeksonderwerp is multi-modality data understanding op basis van deep learning. Zoals RGB-Infrarood Person Re-Identification en Cross-modality Image Generation. Recent focus ik me op het integreren van lifelong learning in een praktische toepassing, namelijk Lifelong Person Re-Identification.
Vertaald met www.DeepL.com/Translator (gratis versie)
Promovendus / gast
- Wiskunde en Natuurwetenschappen
- Leiden Inst of Advanced Computer Science
- 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., 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 oktober 2022 - 14 oktober 2022. New York, USA: Association for Computing Machinery. 541-549.
- 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 nr. 441. Promotor(en): 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 juni 2021 - 25 juni 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 januari 2020 - 15 januari 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. (red.), MM '20: proceedings of the 28th ACM international conference on multimedia. ACM Multimedia Conference 2020 12 oktober 2020 - 16 oktober 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 juli 2019 - 12 juli 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 juli 2019 - 19 juli 2019: IEEE. 1-8.