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All publications by Pushmeet Kohli
authors venues years



Efficient Non-greedy Optimization of Decision Trees
Mohammad Norouzi, Maxwell Collins, Matthew A. Johnson, David J. Fleet and Pushmeet Kohli
Advances in Neural Information Processing Systems 28, 2015


Deep Convolutional Inverse Graphics Network
Tejas D. Kulkarni, William F. Whitney, Pushmeet Kohli and Josh Tenenbaum
Advances in Neural Information Processing Systems 28, 2015


Just-In-Time Learning for Fast and Flexible Inference
S. Eslami, Daniel Tarlow, Pushmeet Kohli and John Winn
Advances in Neural Information Processing Systems 27, 2014


Decision Jungles: Compact and Rich Models for Classification
Jamie Shotton, Toby Sharp, Pushmeet Kohli, Sebastian Nowozin, John Winn and Antonio Criminisi
Advances in Neural Information Processing Systems 26, 2013


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


Context-Sensitive Decision Forests for Object Detection
Peter Kontschieder, Samuel R. Bulò, Antonio Criminisi, Pushmeet Kohli, Marcello Pelillo and Horst Bischof
Advances in Neural Information Processing Systems 25, 2012


Learning Low-order Models for Enforcing High-order Statistics
Patrick Pletscher and Pushmeet Kohli
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Higher-Order Correlation Clustering for Image Segmentation
Sungwoong Kim, Sebastian Nowozin, Pushmeet Kohli and Chang D. Yoo
Advances in Neural Information Processing Systems 24, 2011


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


Local Rules for Global MAP: When Do They Work ?
Kyomin Jung, Pushmeet Kohli and Devavrat Shah
Advances in Neural Information Processing Systems 22, 2009


On partial optimality in multi-label MRFs
Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov and Philip Torr
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008