Effective Dynamics of Generative Adversarial Networks
Durr, Steven, Mroueh, Youssef, Tu, Yuhai, Wang, Shenshen
Published in Physical review. X (01.10.2023)
Published in Physical review. X (01.10.2023)
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Journal Article
Active learning of deep surrogates for PDEs: application to metasurface design
Pestourie, Raphaël, Mroueh, Youssef, Nguyen, Thanh V., Das, Payel, Johnson, Steven G.
Published in npj computational materials (29.10.2020)
Published in npj computational materials (29.10.2020)
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Journal Article
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
Dognin, Pierre, Melnyk, Igor, Mroueh, Youssef, Padhi, Inkit, Rigotti, Mattia, Ross, Jarret, Schiff, Yair, Young, Richard A., Belgodere, Brian
Published in The Journal of artificial intelligence research (01.01.2022)
Published in The Journal of artificial intelligence research (01.01.2022)
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Journal Article
Deep multimodal learning for Audio-Visual Speech Recognition
Mroueh, Youssef, Marcheret, Etienne, Goel, Vaibhava
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Self-Critical Sequence Training for Image Captioning
Rennie, Steven J., Marcheret, Etienne, Mroueh, Youssef, Ross, Jerret, Goel, Vaibhava
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Large-scale chemical language representations capture molecular structure and properties
Ross, Jerret, Belgodere, Brian, Chenthamarakshan, Vijil, Padhi, Inkit, Mroueh, Youssef, Das, Payel
Published in Nature machine intelligence (01.12.2022)
Published in Nature machine intelligence (01.12.2022)
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Journal Article
Adversarial Semantic Alignment for Improved Image Captions
Dognin, Pierre, Melnyk, Igor, Mroueh, Youssef, Ross, Jerret, Sercu, Tom
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Tabular Transformers for Modeling Multivariate Time Series
Padhi, Inkit, Schiff, Yair, Melnyk, Igor, Rigotti, Mattia, Mroueh, Youssef, Dognin, Pierre, Ross, Jerret, Nair, Ravi, Altman, Erik
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Information Theoretic Guarantees For Policy Alignment In Large Language Models
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Journal Article
Learning Implicit Generative Models by Matching Perceptual Features
Santos, Cicero Nogueira Dos, Mroueh, Youssef, Padhi, Inkit, Dognin, Pierre
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Improving Efficiency in Large-Scale Decentralized Distributed Training
Zhang, Wei, Cui, Xiaodong, Kayi, Abdullah, Liu, Mingrui, Finkler, Ulrich, Kingsbury, Brian, Saon, George, Mroueh, Youssef, Buyuktosunoglu, Alper, Das, Payel, Kung, David, Picheny, Michael
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
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Paper
Journal Article
Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
Rioux, Gabriel, Nitsure, Apoorva, Rigotti, Mattia, Greenewald, Kristjan, Mroueh, Youssef
Published in arXiv.org (10.06.2024)
Published in arXiv.org (10.06.2024)
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Paper
Journal Article