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All publications by Martial Hebert
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Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces
Abhinav Gupta, Martial Hebert, Takeo Kanade and David M. Blei
Advances in Neural Information Processing Systems 23, 2010


An Integer Projected Fixed Point Method for Graph Matching and MAP Inference
Marius Leordeanu, Martial Hebert and Rahul Sukthankar
Advances in Neural Information Processing Systems 22, 2009


Inverse Optimal Heuristic Control for Imitation Learning
Nathan D. Ratliff, Brian D. Ziebart, Kevin Peterson, J. A. Bagnell, Martial Hebert, Anind K. Dey and Siddhartha S. Srinivasa
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Efficient MAP approximation for dense energy functions
Marius Leordeanu and Martial Hebert
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Discriminative Fields for Modeling Spatial Dependencies in Natural Images
Sanjiv Kumar and Martial Hebert
Advances in Neural Information Processing Systems 16, 2003