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M. Pawan Kumar

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Hybrid Models for Learning to Branch

Jun 26, 2020
Prateek Gupta, Maxime Gasse, Elias B. Khalil, M. Pawan Kumar, Andrea Lodi, Yoshua Bengio

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Lagrangian Decomposition for Neural Network Verification

Feb 24, 2020
Rudy Bunel, Alessandro De Palma, Alban Desmaison, Krishnamurthy Dvijotham, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar

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Neural Network Branching for Neural Network Verification

Dec 03, 2019
Jingyue Lu, M. Pawan Kumar

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Branch and Bound for Piecewise Linear Neural Network Verification

Sep 14, 2019
Rudy Bunel, Jingyue Lu, Ilker Turkaslan, Philip H. S. Torr, Pushmeet Kohli, M. Pawan Kumar

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Training Neural Networks for and by Interpolation

Jun 13, 2019
Leonard Berrada, Andrew Zisserman, M. Pawan Kumar

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A Statistical Approach to Assessing Neural Network Robustness

Nov 29, 2018
Stefan Webb, Tom Rainforth, Yee Whye Teh, M. Pawan Kumar

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Dissimilarity Coefficient based Weakly Supervised Object Detection

Nov 25, 2018
Aditya Arun, C. V. Jawahar, M. Pawan Kumar

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Deep Frank-Wolfe For Neural Network Optimization

Nov 19, 2018
Leonard Berrada, Andrew Zisserman, M. Pawan Kumar

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Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials

Oct 26, 2018
Thomas Joy, Alban Desmaison, Thalaiyasingam Ajanthan, Rudy Bunel, Mathieu Salzmann, Pushmeet Kohli, Philip H. S. Torr, M. Pawan Kumar

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Learning Human Poses from Actions

Jul 24, 2018
Aditya Arun, C. V. Jawahar, M. Pawan Kumar

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