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Estimating the Adversarial Robustness of Attributions in Text with Transformers


Dec 18, 2022
Adam Ivankay, Mattia Rigotti, Ivan Girardi, Chiara Marchiori, Pascal Frossard

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Active Learning for Imbalanced Civil Infrastructure Data


Oct 19, 2022
Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin Grewe, Cristiano Malossi

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Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures


Sep 22, 2022
Klara Janouskova, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi

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Cloud-Based Real-Time Molecular Screening Platform with MolFormer


Aug 13, 2022
Brian Belgodere, Vijil Chenthamarakshan, Payel Das, Pierre Dognin, Toby Kurien, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young

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* Paper accepted at ECML PKDD 2022 demo track 

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Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks


May 10, 2021
Mattia Rigotti, Rong Zhu

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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

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* 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

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* CVPR 2020 VizWiz Challenge 

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Self-correcting Q-Learning


Dec 02, 2020
Rong Zhu, Mattia Rigotti

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* Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) 

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

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Unbalanced Sobolev Descent


Sep 29, 2020
Youssef Mroueh, Mattia Rigotti

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* NeurIPS 2020 

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