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Differentiable Agent-based Epidemiology


Jul 20, 2022
Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar

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* 14 pages, 5 figures 

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On Conditioning the Input Noise for Controlled Image Generation with Diffusion Models


May 08, 2022
Vedant Singh, Surgan Jandial, Ayush Chopra, Siddharth Ramesh, Balaji Krishnamurthy, Vineeth N. Balasubramanian

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* Accepted at the workshop on AI for Content Creation at CVPR 2022 

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Learning to Censor by Noisy Sampling


Mar 23, 2022
Ayush Chopra, Abhinav Java, Abhishek Singh, Vivek Sharma, Ramesh Raskar

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Decouple-and-Sample: Protecting sensitive information in task agnostic data release


Mar 17, 2022
Abhishek Singh, Ethan Garza, Ayush Chopra, Praneeth Vepakomma, Vivek Sharma, Ramesh Raskar

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* Preprint 

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AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning


Dec 02, 2021
Ayush Chopra, Surya Kant Sahu, Abhishek Singh, Abhinav Java, Praneeth Vepakomma, Vivek Sharma, Ramesh Raskar

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DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks


Oct 09, 2021
Ayush Chopra, Esma Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar

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* Accepted at Winter Simulation Conference 2021 

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ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors


Sep 14, 2021
Ayush Chopra, Rishabh Jain, Mayur Hemani, Balaji Krishnamurthy

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* Accepted at ICCV 2021 

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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

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* 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

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* 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

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* The Pathcheck team's method for TC4TL challenge 

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