Sercu, Tom

15 publications

ICML 2022 Learning Inverse Folding from Millions of Predicted Structures Chloe Hsu, Robert Verkuil, Jason Liu, Zeming Lin, Brian Hie, Tom Sercu, Adam Lerer, Alexander Rives

AAAI 2021 Improved Mutual Information Estimation Youssef Mroueh, Igor Melnyk, Pierre L. Dognin, Jarret Ross, Tom Sercu

NeurIPS 2021 Language Models Enable Zero-Shot Prediction of the Effects of Mutations on Protein Function Joshua Meier, Roshan Rao, Robert Verkuil, Jason Liu, Tom Sercu, Alex Rives

ICML 2021 MSA Transformer Roshan M Rao, Jason Liu, Robert Verkuil, Joshua Meier, John Canny, Pieter Abbeel, Tom Sercu, Alexander Rives

ICLR 2021 Transformer Protein Language Models Are Unsupervised Structure Learners Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives

CVPR 2019 Adversarial Semantic Alignment for Improved Image Captions Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Tom Sercu

ICLR 2019 Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen, Quanfu Fan, Neil Mallinar, Tom Sercu, Rogerio Feris

ICLRW 2019 Improved Adversarial Image Captioning Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Tom Sercu

ICLRW 2019 Interactive Visual Exploration of Latent Space (IVELS) for Peptide Auto-Encoder Model Selection Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Cicero Dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan

AISTATS 2019 Sobolev Descent Youssef Mroueh, Tom Sercu, Anant Raj

NeurIPS 2019 Sobolev Independence Criterion Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cicero Nogueira dos Santos

ICLR 2019 Wasserstein Barycenter Model Ensembling Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero Dos Santos, Tom Sercu

ICLR 2018 Sobolev GAN Youssef Mroueh, Chun-Liang Li, Tom Sercu, Anant Raj, Yu Cheng

NeurIPS 2017 Fisher GAN Youssef Mroueh, Tom Sercu

ICML 2017 McGan: Mean and Covariance Feature Matching GAN Youssef Mroueh, Tom Sercu, Vaibhava Goel