| Tensorly: Tensor learning in python J Kossaifi, Y Panagakis, A Anandkumar, M Pantic Journal of Machine Learning Research 20 (26), 1-6, 2019 | 325 | 2019 |
| 3d face morphable models" in-the-wild" J Booth, E Antonakos, S Ploumpis, G Trigeorgis, Y Panagakis, S Zafeiriou Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 184 | 2017 |
| Sewa db: A rich database for audio-visual emotion and sentiment research in the wild J Kossaifi, R Walecki, Y Panagakis, J Shen, M Schmitt, F Ringeval, J Han, ... IEEE Transactions on Pattern Analysis & Machine Intelligence, 2019 | 162 | 2019 |
| Non-negative multilinear principal component analysis of auditory temporal modulations for music genre classification Y Panagakis, C Kotropoulos, GR Arce IEEE Transactions on Audio, Speech, and Language Processing 18 (3), 576-588, 2009 | 153 | 2009 |
| Robust statistical face frontalization C Sagonas, Y Panagakis, S Zafeiriou, M Pantic Proceedings of the IEEE international conference on computer vision, 3871-3879, 2015 | 137* | 2015 |
| Music genre classification via topology preserving non-negative tensor factorization and sparse representations Y Panagakis, C Kotropoulos 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 121 | 2010 |
| Music genre classification: A multilinear approach I Panagakis, E Benetos, C Kotropoulos ISMIR, 583-588, 2008 | 108 | 2008 |
| Music genre classification via sparse representations of auditory temporal modulations Y Panagakis, C Kotropoulos, GR Arce 2009 17th European Signal Processing Conference, 1-5, 2009 | 86 | 2009 |
| Non-negative matrix factorizations for multiplex network analysis V Gligorijević, Y Panagakis, S Zafeiriou IEEE Transactions on Pattern Analysis & Machine Intelligence 41 (4), 928-940, 2018 | 78 | 2018 |
| Factorized higher-order cnns with an application to spatio-temporal emotion estimation J Kossaifi, A Toisoul, A Bulat, Y Panagakis, TM Hospedales, M Pantic Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 68* | 2020 |
| Music genre classification via joint sparse low-rank representation of audio features Y Panagakis, CL Kotropoulos, GR Arce IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (12 …, 2014 | 62 | 2014 |
| Tensor methods in computer vision and deep learning Y Panagakis, J Kossaifi, GG Chrysos, J Oldfield, MA Nicolaou, ... Proceedings of the IEEE 109 (5), 863-890, 2021 | 61 | 2021 |
| Gagan: Geometry-aware generative adversarial networks J Kossaifi, L Tran, Y Panagakis, M Pantic Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 61 | 2018 |
| 3D reconstruction of “in-the-wild” faces in images and videos J Booth, A Roussos, E Ververas, E Antonakos, S Ploumpis, Y Panagakis, ... IEEE Transactions on Pattern Analysis & Machine Intelligence 40 (11), 2638-2652, 2018 | 59 | 2018 |
| Robust Correlated and Individual Component Analysis Y Panagakis, M Nicolaou, S Zafeiriou, M Pantic IEEE Transactions on Pattern Analysis & Machine Intelligence 38 (8), 1665 - 1678, 2016 | 57 | 2016 |
| P-nets: Deep polynomial neural networks GG Chrysos, S Moschoglou, G Bouritsas, Y Panagakis, J Deng, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 51 | 2020 |
| Raps: Robust and efficient automatic construction of person-specific deformable models C Sagonas, Y Panagakis, S Zafeiriou, M Pantic Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014 | 49 | 2014 |
| Deep polynomial neural networks GG Chrysos, S Moschoglou, G Bouritsas, J Deng, Y Panagakis, ... IEEE transactions on pattern analysis and machine intelligence 44 (8), 4021-4034, 2021 | 48 | 2021 |
| Automatic telephone handset identification by sparse representation of random spectral features Y Panagakis, C Kotropoulos Proceedings of the on multimedia and security, 91-96, 2012 | 42 | 2012 |
| Robust statistical frontalization of human and animal faces C Sagonas, Y Panagakis, S Zafeiriou, M Pantic International journal of computer vision 122, 270-291, 2017 | 41 | 2017 |
Stefanos ZafeiriouProfessor, Imperial College LondonVerified email at imperial.ac.uk
