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Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices


Jun 22, 2022
Kartik Gupta, Marios Fournarakis, Matthias Reisser, Christos Louizos, Markus Nagel


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Post-hoc Calibration of Neural Networks


Jun 23, 2020
Amir Rahimi, Kartik Gupta, Thalaiyasingam Ajanthan, Thomas Mensink, Cristian Sminchisescu, Richard Hartley


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Calibration of Neural Networks using Splines


Jun 23, 2020
Kartik Gupta, Amir Rahimi, Thalaiyasingam Ajanthan, Thomas Mensink, Cristian Sminchisescu, Richard Hartley


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Learning Minimax Estimators via Online Learning


Jun 19, 2020
Kartik Gupta, Arun Sai Suggala, Adarsh Prasad, Praneeth Netrapalli, Pradeep Ravikumar

* 60 pages. Under review 

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Improved Gradient based Adversarial Attacks for Quantized Networks


Mar 30, 2020
Kartik Gupta, Thalaiyasingam Ajanthan


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Mirror Descent View for Neural Network Quantization


Oct 18, 2019
Thalaiyasingam Ajanthan, Kartik Gupta, Philip H. S. Torr, Richard Hartley, Puneet K. Dokania


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CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation


Sep 30, 2019
Kartik Gupta, Lars Petersson, Richard Hartley

* ICCV Workshop on Recovering 6D Object Pose, 2019 

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Classifying Object Manipulation Actions based on Grasp-types and Motion-Constraints


Jun 20, 2018
Kartik Gupta, Darius Burschka, Arnav Bhavsar


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Nearly-optimal Robust Matrix Completion


Dec 08, 2016
Yeshwanth Cherapanamjeri, Kartik Gupta, Prateek Jain


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