Structured Prediction

Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks NeurIPS 2014 Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation NeurIPS 2013 Human Pose Estimation Using a Joint Pixel-wise and Part-wise Formulation CVPR 2013 Learning Stochastic Feedforward Neural Networks NeurIPS 2013 Max-Margin Structured Output Regression for Spatio-Temporal Action Localization NeurIPS 2012 Maximum Margin Multi-Label Structured Prediction NeurIPS 2011 Object Detection with Grammar Models NeurIPS 2011 Semantic Labeling of 3D Point Clouds for Indoor Scenes NeurIPS 2011 A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NeurIPS 2010 Beyond Actions: Discriminative Models for Contextual Group Activities NeurIPS 2010 Evidence-Specific Structures for Rich Tractable CRFs NeurIPS 2010 Structured output regression for detection with partial truncation NeurIPS 2009 Robust Near-Isometric Matching via Structured Learning of Graphical Models NeurIPS 2008 Discriminative Log-Linear Grammars with Latent Variables NeurIPS 2007 Structured Learning with Approximate Inference NeurIPS 2007 Boosting Structured Prediction for Imitation Learning NeurIPS 2006 Large Scale Hidden Semi-Markov SVMs NeurIPS 2006