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All publications by Dhruv Batra
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SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals
Qing Sun and Dhruv Batra
Advances in Neural Information Processing Systems 28, 2015


Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets
Adarsh Prasad, Stefanie Jegelka and Dhruv Batra
Advances in Neural Information Processing Systems 27, 2014


Multiple Choice Learning: Learning to Produce Multiple Structured Outputs
Abner Guzmán-rivera, Dhruv Batra and Pushmeet Kohli
Advances in Neural Information Processing Systems 25, 2012


Dynamic Tree Block Coordinate Ascent
Daniel Tarlow, Dhruv Batra, Pushmeet Kohli and Vladimir Kolmogorov
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm
Dhruv Batra, Sebastian Nowozin and Pushmeet Kohli
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011