Youssef Mroueh
Youssef Mroueh
Principal Research Scientist, IBM T.J Watson Research Center
Bestätigte E-Mail-Adresse bei - Startseite
Zitiert von
Zitiert von
Self-critical Sequence Training for Image Captioning
SJ Rennie, E Marcheret, Y Mroueh, J Ross, V Goel
CVPR 2017, 2016
Deep multimodal learning for audio-visual speech recognition
Y Mroueh, E Marcheret, V Goel
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
Fisher GAN
Y Mroueh, T Sercu
arXiv preprint arXiv:1705.09675, NIPS 2017, 2017
McGan: Mean and Covariance Feature Matching GAN
Y Mroueh, T Sercu, V Goel
arXiv preprint arXiv:1702.08398, ICML 2017, 2017
Sobolev gan
Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng
arXiv preprint arXiv:1711.04894, 2017
Fair mixup: Fairness via interpolation
CY Chuang, Y Mroueh
arXiv preprint arXiv:2103.06503, 2021
Convex Learning of Multiple Tasks and their Structure
C Ciliberto, Y Mroueh, tomaso Poggio, L Rosasco
ICML 2015, 2015
Multiclass learning with simplex coding
Y Mroueh, T Poggio, L Rosasco, JJ Slotine
Advances in Neural Information Processing Systems 25, 2012
Towards better understanding of adaptive gradient algorithms in generative adversarial nets
M Liu, Y Mroueh, J Ross, W Zhang, X Cui, P Das, T Yang
arXiv preprint arXiv:1912.11940, 2019
A decentralized parallel algorithm for training generative adversarial nets
M Liu, W Zhang, Y Mroueh, X Cui, J Ross, T Yang, P Das
Advances in Neural Information Processing Systems 33, 11056-11070, 2020
Active learning of deep surrogates for PDEs: application to metasurface design
R Pestourie, Y Mroueh, TV Nguyen, P Das, SG Johnson
npj Computational Materials 6 (1), 164, 2020
Tabular transformers for modeling multivariate time series
I Padhi, Y Schiff, I Melnyk, M Rigotti, Y Mroueh, P Dognin, J Ross, R Nair, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
Implicit kernel learning
CL Li, WC Chang, Y Mroueh, Y Yang, B Poczos
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Adversarial semantic alignment for improved image captions
P Dognin, I Melnyk, Y Mroueh, J Ross, T Sercu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Wasserstein style transfer
Y Mroueh
arXiv preprint arXiv:1905.12828, 2019
Learning with Group Invariant Features: A Kernel Perspective
Y Mroueh, S Voinea, T Poggio
NIPS 2015 arXiv preprint arXiv:1506.02544, 2015
Large-scale chemical language representations capture molecular structure and properties
J Ross, B Belgodere, V Chenthamarakshan, I Padhi, Y Mroueh, P Das
Nature Machine Intelligence 4 (12), 1256-1264, 2022
Sobolev descent
Y Mroueh, T Sercu, A Raj
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Generative modeling with denoising auto-encoders and Langevin sampling
A Block, Y Mroueh, A Rakhlin
arXiv preprint arXiv:2002.00107, 2020
Local group invariant representations via orbit embeddings
A Raj, A Kumar, Y Mroueh, T Fletcher, B Schölkopf
Artificial Intelligence and Statistics, 1225-1235, 2017
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