Jean Kossaifi
Jean Kossaifi
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
4262014
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
2072015
Stochastic activation pruning for robust adversarial defense
GS Dhillon, K Azizzadenesheli, ZC Lipton, J Bernstein, J Kossaifi, ...
International Conference on Learning Representations (ICLR), 2018
1572018
Tensorly: Tensor learning in python
J Kossaifi, Y Panagakis, A Anandkumar, M Pantic
Journal of Machine Learning Research (JMLR) 20, 1--6, 2019
782019
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
492017
Tensor regression networks
J Kossaifi, ZC Lipton, A Khanna, T Furlanello, A Anandkumar
arXiv preprint arXiv:1707.08308, 2017
412017
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
262017
GAGAN: Geometry-Aware Generative Adversarial Networks
J Kossaifi, L Tran, Y Panagakis, M Pantic
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
242018
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
202019
Robust Conditional Generative Adversarial Networks
GG Chrysos, J Kossaifi, S Zafeiriou
International Conference on Learning Representations (ICLR), 2019
112019
Fast Newton Active Appearance Models
J Kossaifi, G Tzimiropoulos, M Pantic
IEEE International Conference on Image Processing (ICIP), 2014
112014
Fast and exact Newton and Bidirectional fitting of Active Appearance Models.
J Kossaifi, Y Tzimiropoulos, M Pantic
IEEE Transactions on Image Processing (TIP), 2016
102016
Fast and Exact Bi-Directional Fitting of Active Appearance Models
J Kossaifi, G Tzimiropoulos, M Pantic
IEEE International Conference on Image Processing (ICIP), 2015
102015
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
42019
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
42019
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
4*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, 2020
32020
Robust Deep Networks with Randomized Tensor Regression Layers
A Kolbeinsson, J Kossaifi, Y Panagakis, A Bulat, A Anandkumar, ...
arXiv preprint arXiv:1902.10758, 2019
32019
Spectral learning on matrices and tensors
M Janzamin, R Ge, J Kossaifi, A Anandkumar
Foundations and Trendsģ in Machine Learning 12 (5-6), 393-536, 2019
22019
Efficient N-Dimensional Convolutions via Higher-Order Factorization
J Kossaifi, A Bulat, Y Panagakis, M Pantic
arXiv preprint arXiv:1906.06196, 2019
12019
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Articles 1–20