Tensorly: Tensor learning in python J Kossaifi, Y Panagakis, A Anandkumar, M Pantic Journal of Machine Learning Research 20 (26), 1-6, 2019 | 413 | 2019 |
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 | 250 | 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 | 199 | 2017 |
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 | 161 | 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 | 148* | 2015 |
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 | 127 | 2021 |
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 | 126 | 2010 |
Music genre classification: A multilinear approach I Panagakis, E Benetos, C Kotropoulos ISMIR, 583-588, 2008 | 111 | 2008 |
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 | 99 | 2020 |
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 | 94 | 2018 |
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 | 94 | 2009 |
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 | 90 | 2021 |
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 | 79 | 2020 |
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 | 68 | 2018 |
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 | 66 | 2018 |
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 | 64 | 2014 |
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 | 56 | 2016 |
Accelerated MRI-predicted brain ageing and its associations with cardiometabolic and brain disorders A Kolbeinsson, S Filippi, Y Panagakis, PM Matthews, P Elliott, A Dehghan, ... Scientific Reports 10 (1), 19940, 2020 | 54 | 2020 |
Mitigating demographic bias in facial datasets with style-based multi-attribute transfer M Georgopoulos, J Oldfield, MA Nicolaou, Y Panagakis, M Pantic International Journal of Computer Vision 129 (7), 2288-2307, 2021 | 51 | 2021 |
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 | 47 | 2014 |