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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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Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text


Dec 08, 2020
Nishtha Madaan, Inkit Padhi, Naveen Panwar, Diptikalyan Saha

* Accepted to appear at AAAI 2021 

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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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DualTKB: A Dual Learning Bridge between Text and Knowledge Base


Oct 27, 2020
Pierre L. Dognin, Igor Melnyk, Inkit Padhi, Cicero Nogueira dos Santos, Payel Das

* Equal Contributions of Authors Pierre L. Dognin, Igor Melnyk, and Inkit Padhi. Accepted at EMNLP'20 

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Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics


May 22, 2020
Payel Das, Tom Sercu, Kahini Wadhawan, Inkit Padhi, Sebastian Gehrmann, Flaviu Cipcigan, Vijil Chenthamarakshan, Hendrik Strobelt, Cicero dos Santos, Pin-Yu Chen, Yi Yan Yang, Jeremy Tan, James Hedrick, Jason Crain, Aleksandra Mojsilovic


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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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Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models


Apr 02, 2020
Vijil Chenthamarakshan, Payel Das, Inkit Padhi, Hendrik Strobelt, Kar Wai Lim, Ben Hoover, Samuel C. Hoffman, Aleksandra Mojsilovic


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Sobolev Independence Criterion


Oct 31, 2019
Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cicero Dos Santos

* NeurIPS 2019 

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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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PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences


Oct 22, 2018
Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu, Cicero Dos Santos, Matthew Riemer, Inkit Padhi, Vijil Chenthamarakshan, Aleksandra Mojsilovic


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Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer


May 20, 2018
Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi

* ACL 2018 

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Improved Neural Text Attribute Transfer with Non-parallel Data


Dec 04, 2017
Igor Melnyk, Cicero Nogueira dos Santos, Kahini Wadhawan, Inkit Padhi, Abhishek Kumar

* NIPS 2017 Workshop on Learning Disentangled Representations: from Perception to Control 

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