Tom Sercu - RankMe

39 papers A* 8A 4Misc 3Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2022	A*	`conf`	Learning inverse folding from millions of predicted structures. ICML Chloe Hsu, Robert Verkuil, Jason Liu, Zeming Lin, Brian Hie, Tom Sercu, Adam Lerer, Alexander Rives
2021	J	`jnl`	Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences. Proc. Natl. Acad. Sci. USA Alexander Rives, Joshua Meier, Tom Sercu, Siddharth Goyal, Zeming Lin, Jason Liu, Demi Guo, Myle Ott, C. Lawrence Zitnick, Jerry Ma, Rob Fergus
2021	A*	`conf`	Improved Mutual Information Estimation. AAAI Youssef Mroueh, Igor Melnyk, Pierre L. Dognin, Jarret Ross, Tom Sercu
2021	A*	`conf`	Language models enable zero-shot prediction of the effects of mutations on protein function. NeurIPS Joshua Meier, Roshan Rao, Robert Verkuil, Jason Liu, Tom Sercu, Alexander Rives
2021	A*	`conf`	MSA Transformer. ICML Roshan Rao, Jason Liu, Robert Verkuil, Joshua Meier, John F. Canny, Pieter Abbeel, Tom Sercu, Alexander Rives
2021	A*	`conf`	Transformer protein language models are unsupervised structure learners. ICLR Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives
2020	J	`jnl`	Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics. CoRR Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu S. Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cícero Nogueira dos Santos, Pin-Yu Chen, Yi Yan Yang, Jeremy Tan, James Hedrick, Jason Crain, Aleksandra Mojsilovic
2019	A*	`conf`	Adversarial Semantic Alignment for Improved Image Captions. CVPR Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
2019	—	`conf`	Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. ICLR (Poster) Chun-Fu (Richard) Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris
2019	—	`conf`	Improved Adversarial Image Captioning. DGS@ICLR Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
2019	—	`conf`	Interactive Visual Exploration of Latent Space (IVELS) for peptide auto-encoder model selection. DGS@ICLR Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Cícero Nogueira dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan
2019	J	`jnl`	Multi-Frame Cross-Entropy Training for Convolutional Neural Networks in Speech Recognition. CoRR Tom Sercu, Neil Mallinar
2019	A	`conf`	Sobolev Descent. AISTATS Youssef Mroueh, Tom Sercu, Anant Raj
2019	A*	`conf`	Sobolev Independence Criterion. NeurIPS Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cícero Nogueira dos Santos
2019	J	`jnl`	Sobolev Independence Criterion. CoRR Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cícero Nogueira dos Santos
2019	—	`conf`	Wasserstein Barycenter Model Ensembling. ICLR (Poster) Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
2019	J	`jnl`	Wasserstein Barycenter Model Ensembling. CoRR Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cícero Nogueira dos Santos, Tom Sercu
2018	J	`jnl`	Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition. CoRR Chun-Fu Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogério Schmidt Feris
2018	J	`jnl`	Improved Image Captioning with Adversarial Semantic Alignment. CoRR Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu
2018	J	`jnl`	PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences. CoRR Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu, Cícero Nogueira dos Santos, Matthew Riemer, Inkit Padhi, Vijil Chenthamarakshan, Aleksandra Mojsilovic
2018	J	`jnl`	Regularized Kernel and Neural Sobolev Descent: Dynamic MMD Transport. CoRR Youssef Mroueh, Tom Sercu, Anant Raj
2018	—	`conf`	Sobolev GAN. ICLR (Poster) Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng
2017	A	`conf`	English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall
2017	J	`jnl`	English Conversational Telephone Speech Recognition by Humans and Machines. CoRR George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall
2017	—	`conf`	Fisher GAN. NIPS Youssef Mroueh, Tom Sercu
2017	J	`jnl`	Fisher GAN. CoRR Youssef Mroueh, Tom Sercu
2017	Misc	`conf`	Knowledge distillation across ensembles of multilingual models for low-resource languages. ICASSP Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Tom Sercu, Kartik Audhkhasi, Abhinav Sethy, Markus Nußbaum-Thom, Andrew Rosenberg
2017	A*	`conf`	McGan: Mean and Covariance Feature Matching GAN. ICML Youssef Mroueh, Tom Sercu, Vaibhava Goel
2017	J	`jnl`	McGan: Mean and Covariance Feature Matching GAN. CoRR Youssef Mroueh, Tom Sercu, Vaibhava Goel
2017	Misc	`conf`	Network architectures for multilingual speech representation learning. ICASSP Tom Sercu, George Saon, Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Brian Kingsbury, Abhinav Sethy
2017	J	`jnl`	Semi-Supervised Learning with IPM-based GANs: an Empirical Study. CoRR Tom Sercu, Youssef Mroueh
2017	J	`jnl`	Sobolev GAN. CoRR Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng
2016	A	`conf`	Advances in Very Deep Convolutional Neural Networks for LVCSR. INTERSPEECH Tom Sercu, Vaibhava Goel
2016	J	`jnl`	Advances in Very Deep Convolutional Neural Networks for LVCSR. CoRR Tom Sercu, Vaibhava Goel
2016	J	`jnl`	Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition. CoRR Tom Sercu, Vaibhava Goel
2016	A	`conf`	The IBM 2016 English Conversational Telephone Speech Recognition System. INTERSPEECH George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo
2016	J	`jnl`	The IBM 2016 English Conversational Telephone Speech Recognition System. CoRR George Saon, Tom Sercu, Steven J. Rennie, Hong-Kwang Jeff Kuo
2016	Misc	`conf`	Very deep multilingual convolutional neural networks for LVCSR. ICASSP Tom Sercu, Christian Puhrsch, Brian Kingsbury, Yann LeCun
2015	J	`jnl`	Very Deep Multilingual Convolutional Neural Networks for LVCSR. CoRR Tom Sercu, Christian Puhrsch, Brian Kingsbury, Yann LeCun