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COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms

Dec 21, 2020
Rohan Sukumaran, Parth Patwa, T V Sethuraman, Sheshank Shankar, Rishank Kanaparti, Joseph Bae, Yash Mathur, Abhishek Singh, Ayush Chopra, Myungsun Kang, Priya Ramaswamy, Ramesh Raskar

* 14 pages, 16 Figures 

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DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks

Dec 20, 2020
Abhishek Singh, Ayush Chopra, Vivek Sharma, Ethan Garza, Emily Zhang, Praneeth Vepakomma, Ramesh Raskar

* Extended version of NeurIPS PPML 2020 workshop paper 

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Proximity Sensing for Contact Tracing

Sep 04, 2020
Sheshank Shankar, Ayush Chopra, Rishank Kanaparti, Myungsun Kang, Abhishek Singh, Ramesh Raskar

* The Pathcheck team's method for TC4TL challenge 

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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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TRACE: Transform Aggregate and Compose Visiolinguistic Representations for Image Search with Text Feedback

Sep 03, 2020
Surgan Jandial, Ayush Chopra, Pinkesh Badjatiya, Pranit Chawla, Mausoom Sarkar, Balaji Krishnamurthy

* Surgan Jandial, Ayush Chopra and Pinkesh Badjatiya contributed equally to this work 

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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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SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation

May 02, 2020
Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy

* An updated version of this work was accepted at IJCAI 2020 

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SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On

Jan 17, 2020
Surgan Jandial, Ayush Chopra, Kumar Ayush, Mayur Hemani, Abhijeet Kumar, Balaji Krishnamurthy

* Accepted at IEEE WACV 2020 

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Hierarchy Influenced Differential Evolution: A Motor Operation Inspired Approach

Sep 12, 2017
Shubham Dokania, Ayush Chopra, Feroz Ahmad, Anil Singh Parihar

* 8 pages, accepted at IJCCI 2017 

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