Dr. Jie Pu
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.
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},
}
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.
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},
}
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.
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},
}
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.
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},
}