Structured Prediction

Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation CVPR 2013 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 Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus CVPR 2013 Latent Structured Active Learning NeurIPS 2013 Learning Adaptive Value of Information for Structured Prediction NeurIPS 2013 Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions NeurIPS 2013 Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets CVPR 2013 Learning to Detect Partially Overlapping Instances CVPR 2013 Mesh Based Semantic Modelling for Indoor and Outdoor Scenes CVPR 2013 Poselet Conditioned Pictorial Structures CVPR 2013 Structured Learning via Logistic Regression NeurIPS 2013 Dynamical And-Or Graph Learning for Object Shape Modeling and Detection NeurIPS 2012 Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NeurIPS 2012 Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification NeurIPS 2012 Max-Margin Structured Output Regression for Spatio-Temporal Action Localization NeurIPS 2012 Monte Carlo Methods for Maximum Margin Supervised Topic Models NeurIPS 2012 Multiple Choice Learning: Learning to Produce Multiple Structured Outputs NeurIPS 2012 Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression NeurIPS 2012 Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss NeurIPS 2011 Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NeurIPS 2011 Maximum Margin Multi-Label Structured Prediction NeurIPS 2011 Object Detection with Grammar Models NeurIPS 2011 Pylon Model for Semantic Segmentation NeurIPS 2011 Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound NeurIPS 2011