Tom Sercu
Tom Sercu
Facebook AI Research
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English conversational telephone speech recognition by humans and machines
G Saon, G Kurata, T Sercu, K Audhkhasi, S Thomas, D Dimitriadis, X Cui, ...
arXiv preprint arXiv:1703.02136, 2017
3452017
The IBM 2016 English Conversational Telephone Speech Recognition System
G Saon, T Sercu, S Rennie, HKJ Kuo
https://arxiv.org/abs/1604.08242, 2016
2262016
Very deep multilingual convolutional neural networks for LVCSR
T Sercu, C Puhrsch, B Kingsbury, Y LeCun
ICASSP 2016, 4955-4959, 2016
2202016
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
A Rives, J Meier, T Sercu, S Goyal, Z Lin, D Guo, M Ott, CL Zitnick, J Ma, ...
bioRxiv, 622803, 2019
1522019
Fisher gan
Y Mroueh, T Sercu
arXiv preprint arXiv:1705.09675, 2017
1272017
Mcgan: Mean and covariance feature matching gan
Y Mroueh, T Sercu, V Goel
International conference on machine learning, 2527-2535, 2017
1082017
Sobolev gan
Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng
arXiv preprint arXiv:1711.04894, 2017
822017
Knowledge distillation across ensembles of multilingual models for low-resource languages
J Cui, B Kingsbury, B Ramabhadran, G Saon, T Sercu, K Audhkhasi, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
552017
Dense prediction on sequences with time-dilated convolutions for speech recognition
T Sercu, V Goel
arXiv preprint arXiv:1611.09288, 2016
492016
Advances in Very Deep Convolutional Neural Networks for LVCSR
T Sercu, V Goel
Interspeech 2016, 2016
472016
Big-little net: An efficient multi-scale feature representation for visual and speech recognition
CF Chen, Q Fan, N Mallinar, T Sercu, R Feris
arXiv preprint arXiv:1807.03848, 2018
392018
Msa transformer
R Rao, J Liu, R Verkuil, J Meier, JF Canny, P Abbeel, T Sercu, A Rives
bioRxiv, 2021
172021
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
17*2019
Pepcvae: Semi-supervised targeted design of antimicrobial peptide sequences
P Das, K Wadhawan, O Chang, T Sercu, CD Santos, M Riemer, ...
arXiv preprint arXiv:1810.07743, 2018
162018
Transformer protein language models are unsupervised structure learners
R Rao, J Meier, T Sercu, S Ovchinnikov, A Rives
International Conference on Learning Representations, 2020
152020
Network architectures for multilingual speech representation learning
T Sercu, G Saon, J Cui, X Cui, B Ramabhadran, B Kingsbury, A Sethy
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
152017
Sobolev descent
Y Mroueh, T Sercu, A Raj
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
142019
Improved image captioning with adversarial semantic alignment
I Melnyk, T Sercu, PL Dognin, J Ross, Y Mroueh
arXiv preprint arXiv:1805.00063, 2018
132018
Wasserstein barycenter model ensembling
P Dognin, I Melnyk, Y Mroueh, J Ross, CD Santos, T Sercu
arXiv preprint arXiv:1902.04999, 2019
112019
Accelerated antimicrobial discovery via deep generative models and molecular dynamics simulations
P Das, T Sercu, K Wadhawan, I Padhi, S Gehrmann, F Cipcigan, ...
Nature Biomedical Engineering 5 (6), 613-623, 2021
82021
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