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Transformer Assisted Convolutional Network for Cell Instance Segmentation


Oct 05, 2021
Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya, Aman Sinha, Rohit Agarwal


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Detection of COVID-19 informative tweets using RoBERTa


Oct 21, 2020
Sirigireddy Dhanalaxmi, Rohit Agarwal, Aman Sinha


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DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction


Sep 17, 2020
Aadarsh Singh, Priyanshu Kumar, Aman Sinha


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Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems


Aug 24, 2020
Aman Sinha, Matthew O'Kelly, John Duchi, Russ Tedrake


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DSC IIT-ISM at SemEval-2020 Task 8: Bi-Fusion Techniques for Deep Meme Emotion Analysis


Jul 28, 2020
Pradyumna Gupta, Himanshu Gupta, Aman Sinha


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FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis


Mar 09, 2020
Aman Sinha, Matthew O'Kelly, Hongrui Zheng, Rahul Mangharam, John Duchi, Russ Tedrake


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Efficient Black-box Assessment of Autonomous Vehicle Safety


Dec 08, 2019
Justin Norden, Matthew O'Kelly, Aman Sinha


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Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation


Jan 12, 2019
Matthew O'Kelly, Aman Sinha, Hongseok Namkoong, John Duchi, Russ Tedrake

* NeurIPS 2018 

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In-silico Risk Analysis of Personalized Artificial Pancreas Controllers via Rare-event Simulation


Dec 02, 2018
Matthew O'Kelly, Aman Sinha, Justin Norden, Hongseok Namkoong

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Certifying Some Distributional Robustness with Principled Adversarial Training


May 01, 2018
Aman Sinha, Hongseok Namkoong, John Duchi

* ICLR 2018: https://openreview.net/forum?id=Hk6kPgZA

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