Youssef Mroueh
Youssef Mroueh
Research Staff member , IBM T.J Watson Research Center
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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
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
arXiv preprint arXiv:1209.1360, 2012
Learning with Group Invariant Features: A Kernel Perspective
Y Mroueh, S Voinea, T Poggio
NIPS 2015 arXiv preprint arXiv:1506.02544, 2015
Local group invariant representations via orbit embeddings
A Raj, A Kumar, Y Mroueh, T Fletcher, B Schölkopf
Artificial Intelligence and Statistics, 1225-1235, 2017
Local Group Invariant Representations via Orbit Embeddings
A Raj, A Kumar, Y Mroueh, PT Fletcher, B Schölkopf
AISTATS 2017 arXiv preprint arXiv:1612.01988, 2016
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
Implicit kernel learning
CL Li, WC Chang, Y Mroueh, Y Yang, B Póczos
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Audio and visual modality combination in speech processing applications
G Potamianos, E Marcheret, Y Mroueh, V Goel, A Koumbaroulis, ...
The Handbook of Multimodal-Multisensor Interfaces: Foundations, User …, 2017
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
Exploring ROI size in deep learning based lipreading.
A Koumparoulis, G Potamianos, Y Mroueh, SJ Rennie
AVSP, 64-69, 2017
Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?
Q Liao, JZ Leibo, Y Mroueh, T Poggio
arXiv preprint arXiv:1311.4082, 2013
Wasserstein style transfer
Y Mroueh
arXiv preprint arXiv:1905.12828, 2019
Wasserstein barycenter model ensembling
P Dognin, I Melnyk, Y Mroueh, J Ross, CD Santos, T Sercu
arXiv preprint arXiv:1902.04999, 2019
Sobolev descent
Y Mroueh, T Sercu, A Raj
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
M Liu, W Zhang, Y Mroueh, X Cui, J Ross, T Yang, P Das
arXiv preprint arXiv:1910.12999, 2019
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