| Machine learning for neuroimaging with scikit-learn A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Muller, J Kossaifi, ... Frontiers in Neuroinformatics 8, 1-10, 2014 | 629 | 2014 |
| Stochastic activation pruning for robust adversarial defense GS Dhillon, K Azizzadenesheli, ZC Lipton, J Bernstein, J Kossaifi, ... International Conference on Learning Representations (ICLR), 2018 | 258 | 2018 |
| The first facial landmark tracking in-the-wild challenge: Benchmark and results J Shen, S Zafeiriou, GG Chrysos, J Kossaifi, G Tzimiropoulos, M Pantic Proceedings of the IEEE international conference on computer vision …, 2015 | 255 | 2015 |
| Tensorly: Tensor learning in python J Kossaifi, Y Panagakis, A Anandkumar, M Pantic Journal of Machine Learning Research (JMLR) 20, 1--6, 2019 | 123 | 2019 |
| AFEW-VA Database for Valence and Arousal estimation In-The-Wild J Kossaifi, G Tzimiropoulos, S Todorovic, M Pantic Image and Vision Computing 65, 23-36, 2017 | 75 | 2017 |
| Tensor regression networks J Kossaifi, ZC Lipton, A Kolbeinsson, A Khanna, T Furlanello, ... Journal of Machine Learning Research (JMLR) 21 (123), 1-21, 2020 | 53 | 2020 |
| 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 and Machine Intelligence (TPAMI), 2019 | 46 | 2019 |
| GAGAN: Geometry-Aware Generative Adversarial Networks J Kossaifi, L Tran, Y Panagakis, M Pantic IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | 33 | 2018 |
| Tensor Contraction Layers for Parsimonious Deep Nets J Kossaifi, A Khanna, ZC Lipton, T Furlanello, A Anandkumar IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW …, 2017 | 32 | 2017 |
| Robust Conditional Generative Adversarial Networks GG Chrysos, J Kossaifi, S Zafeiriou International Conference on Learning Representations (ICLR), 2019 | 22 | 2019 |
| T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor J Kossaifi, A Bulat, G Tzimiropoulos, M Pantic IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 19 | 2019 |
| Improved training of binary networks for human pose estimation and image recognition A Bulat, G Tzimiropoulos, J Kossaifi, M Pantic arXiv preprint arXiv:1904.05868, 2019 | 13 | 2019 |
| Fast and exact Newton and Bidirectional fitting of Active Appearance Models. J Kossaifi, Y Tzimiropoulos, M Pantic IEEE Transactions on Image Processing (TIP), 2016 | 11 | 2016 |
| Fast Newton Active Appearance Models J Kossaifi, G Tzimiropoulos, M Pantic IEEE International Conference on Image Processing (ICIP), 2014 | 11 | 2014 |
| Fast and Exact Bi-Directional Fitting of Active Appearance Models J Kossaifi, G Tzimiropoulos, M Pantic IEEE International Conference on Image Processing (ICIP), 2015 | 10 | 2015 |
| Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation J Kossaifi, A Toisoul, A Bulat, Y Panagakis, M Pantic IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 | 9* | 2020 |
| Spectral learning on matrices and tensors M Janzamin, R Ge, J Kossaifi, A Anandkumar Foundations and Trends® in Machine Learning 12, 393-536, 2019 | 8 | 2019 |
| Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks L Tran, J Kossaifi, Y Panagakis, M Pantic International Journal of Computer Vision (IJCV), 1-21, 2019 | 8 | 2019 |
| Robust Deep Networks with Randomized Tensor Regression Layers A Kolbeinsson, J Kossaifi, Y Panagakis, A Bulat, A Anandkumar, ... arXiv preprint arXiv:1902.10758, 2019 | 7* | 2019 |
| Incremental multi-domain learning with network latent tensor factorization A Bulat, J Kossaifi, G Tzimiropoulos, M Pantic Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020 | 6 | 2020 |
Maja PanticProfessor, Imperial College London / AI Scientific Research Lead, Facebook LondonVerified email at imperial.ac.uk
