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MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Sep 03, 2020
Anubha Kabra, Ayush Chopra, Nikaash Puri, Pinkesh Badjatiya, Sukriti Verma, Piyush Gupta, Balaji K

* Work done as part of internship at MDSR 

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Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks

Jun 24, 2020
Surgan Jandial, Ayush Chopra, Mausoom Sarkar, Piyush Gupta, Balaji Krishnamurthy, Vineeth Balasubramanian

* Accepted at KDD 2020; The first two authors contributed equally 

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Towards Safer Self-Driving Through Great PAIN (Physically Adversarial Intelligent Networks)

Mar 24, 2020
Piyush Gupta, Demetris Coleman, Joshua E. Siegel


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ShapeVis: High-dimensional Data Visualization at Scale

Jan 21, 2020
Nupur Kumari, Siddarth R., Akash Rupela, Piyush Gupta, Balaji Krishnamurthy

* Accepted at WWW 2020 

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Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency

Dec 31, 2019
Piyush Gupta, Nikaash Puri, Sukriti Verma, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh

* Accepted at the International Conference on Learning Representations (ICLR) 2020 

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MAGIX: Model Agnostic Globally Interpretable Explanations

Jun 15, 2018
Nikaash Puri, Piyush Gupta, Pratiksha Agarwal, Sukriti Verma, Balaji Krishnamurthy


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