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Igor Melnyk

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IBM Research, USA

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

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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

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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

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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

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Optimizing Mode Connectivity via Neuron Alignment

Sep 05, 2020
N. Joseph Tatro, Pin-Yu Chen, Payel Das, Igor Melnyk, Prasanna Sattigeri, Rongjie Lai

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Wasserstein Barycenter Model Ensembling

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

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Estimating Information Flow in Neural Networks

Oct 16, 2018
Ziv Goldfeld, Ewout van den Berg, Kristjan Greenewald, Igor Melnyk, Nam Nguyen, Brian Kingsbury, Yury Polyanskiy

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Deep learning algorithm for data-driven simulation of noisy dynamical system

Sep 05, 2018
Kyongmin Yeo, Igor Melnyk

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Improved Image Captioning with Adversarial Semantic Alignment

Jun 01, 2018
Pierre L. Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Tom Sercu

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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

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