Jie Pu

Mr. Jie Pu

Position:

Research Assistant / PhD Student

Email:

Biography

Jie Pu received his MSc degree with Distinction in Computing from Imperial College London, U.K. in 2016. After the completion of his master degree, he worked in the Department of Computing, Imperial College London, U.K. as a Research Assistant, in collaboration with Dr. Yannis Panagakis and Dr. Stavros Petridis.

Currently, he is a Research Assistant/ PhD Student at the iBUG group under the supervision of Prof. Maja Pantic. His research interests lie in the area of machine learning, mathematical optimization and its applications in computer vision, audio-visual analysis and human behaviour analysis.

Publications

Journal articles

Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity

J. Pu, Y. Panagakis, S. Petridis, J. Shen, M. Pantic. IEEE transactions on cybernetics. 2018.

Bibtex reference [hide]
@article{pu2018blind,
    author = {J. Pu and Y. Panagakis and S. Petridis and J. Shen and M. Pantic},
    journal = {IEEE transactions on cybernetics},
    publisher = {IEEE},
    title = {Blind Audio-Visual Localization and Separation via Low-Rank and Sparsity},
    year = {2018},
}
Endnote reference [hide]

Conference articles

Learning Differentiable Sparse and Low Rank Networks for Audio-Visual Object Localization

J. Pu, Y. Panagakis, M. Pantic. Accepted to ICASSP (oral presentation). May 2020.

Bibtex reference [hide]
@inproceedings{ICASSP-2020-Jie,
    author = {J. Pu and Y. Panagakis and M. Pantic},
    booktitle = {Accepted to ICASSP (oral presentation)},
    month = {May},
    title = {Learning Differentiable Sparse and Low Rank Networks for Audio-Visual Object Localization},
    year = {2020},
}
Endnote reference [hide]

Learning Low Rank and Sparse Models via Robust Autoencoders

J. Pu, Y. Panagakis, M. Pantic. ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, pp. 3192 - 3196, 2019.

Bibtex reference [hide]
@inproceedings{pu2019learning,
    author = {J. Pu and Y. Panagakis and M. Pantic},
    pages = {3192--3196},
    booktitle = {ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    organization = {IEEE},
    title = {Learning Low Rank and Sparse Models via Robust Autoencoders},
    year = {2019},
}
Endnote reference [hide]

Audio-Visual Object Localization and Separation using Low-Rank and Sparsity

J. Pu, Y. Panagakis, S. Petridis, M. Pantic. ICASSP (oral presentation). pp. 2901 - 2905, March 2017.

Bibtex reference [hide]
@inproceedings{puPanagakisPetridisPantic_icassp2017,
    author = {J. Pu and Y. Panagakis and S. Petridis and M. Pantic},
    pages = {2901--2905},
    booktitle = {ICASSP (oral presentation)},
    month = {March},
    title = {Audio-Visual Object Localization and Separation using Low-Rank and Sparsity},
    year = {2017},
}
Endnote reference [hide]