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Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge

Dec 21, 2020
Pierre Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Alleviating Noisy Data in Image Captioning with Cooperative Distillation

Dec 21, 2020
Pierre Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff

* CVPR 2020 VizWiz Challenge 

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Tabular Transformers for Modeling Multivariate Time Series

Nov 03, 2020
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre Dognin, Jerret Ross, Ravi Nair, Erik Altman

* Submitted to ICASSP, 2021; https://github.com/IBM/TabFormer 

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Learning Implicit Text Generation via Feature Matching

May 09, 2020
Inkit Padhi, Pierre Dognin, Ke Bai, Cicero Nogueira dos Santos, Vijil Chenthamarakshan, Youssef Mroueh, Payel Das

* ACL 2020 

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Learning Implicit Generative Models by Matching Perceptual Features

Apr 04, 2019
Cicero Nogueira dos Santos, Youssef Mroueh, Inkit Padhi, Pierre Dognin

* 16 pages 

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Wasserstein Barycenter Model Ensembling

Feb 13, 2019
Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jerret Ross, Cicero Dos Santos, Tom Sercu

* ICLR 2019 

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