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structured prediction

394 papers

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Co-occurring keywords

conditional random field (494) graphical model (863) dependency parsing (802) neural network (6616) sequence labeling (824) named entity recognition (2801) semantic parsing (955) semantic segmentation (3179) markov random field (303) latent variable (541)

Papers

Deeply Learning the Messages in Message Passing Inference NIPS 2015
Predicting Multiple Structured Visual Interpretations ICCV 2015
Learning Ensembles of Potential Functions for Structured Prediction With Latent Variables ICCV 2015
End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression CVPR 2015
Learning Structured Output Representation using Deep Conditional Generative Models NIPS 2015
Large-Margin Metric Learning for Constrained Partitioning Problems ICML 2014
Computational Education using Latent Structured Prediction AISTATS 2014
Object Localization based on Structural SVM using Privileged Information NIPS 2014
Structure Regularization for Structured Prediction NIPS 2014
Discriminative Metric Learning by Neighborhood Gerrymandering NIPS 2014
Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators NIPS 2014
Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets NIPS 2014
Efficiently Enforcing Diversity in Multi-Output Structured Prediction AISTATS 2014
Learning Distributed Representations for Structured Output Prediction NIPS 2014
Conditional Random Field Autoencoders for Unsupervised Structured Prediction NIPS 2014
PAC-Bayesian Collective Stability AISTATS 2014
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction CVPR 2014
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
On Robustness and Regularization of Structural Support Vector Machines ICML 2014
pystruct - Learning Structured Prediction in Python JMLR 2014
Structured Prediction via Output Space Search JMLR 2014
Parsing Videos of Actions with Segmental Grammars CVPR 2014
Active Annotation Translation CVPR 2014
Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture CVPR 2014
A Discriminative Latent Variable Model for Online Clustering ICML 2014