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structured prediction

394 papers

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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

Marginal Structured SVM with Hidden Variables ICML 2014
Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications ICML 2014
Metric Learning for Temporal Sequence Alignment NIPS 2014
Learning Mixtures of Submodular Functions for Image Collection Summarization NIPS 2014
Structured Prediction of Network Response ICML 2014
A Boosting Framework on Grounds of Online Learning NIPS 2014
Ensemble Methods for Structured Prediction ICML 2014
Active Boundary Annotation using Random MAP Perturbations AISTATS 2014
Empirical Minimum Bayes Risk Prediction: How to Extract an Extra Few % Performance from Vision Models with Just Three More Parameters CVPR 2014
Tell Me What You See and I will Show You Where It Is CVPR 2014
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models CVPR 2014
Manhattan Junction Catalogue for Spatial Reasoning of Indoor Scenes CVPR 2013
GeoF: Geodesic Forests for Learning Coupled Predictors CVPR 2013
Learning Adaptive Value of Information for Structured Prediction NIPS 2013
Structured Learning via Logistic Regression NIPS 2013
Learning Stochastic Feedforward Neural Networks NIPS 2013
Latent Structured Active Learning NIPS 2013
Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions NIPS 2013
Conditional Random Fields via Univariate Exponential Families NIPS 2013
k-Prototype Learning for 3D Rigid Structures NIPS 2013
Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets CVPR 2013
Learning Convex QP Relaxations for Structured Prediction ICML 2013
Collective Stability in Structured Prediction: Generalization from One Example ICML 2013
Computing the M Most Probable Modes of a Graphical Model AISTATS 2013
Learning to Detect Partially Overlapping Instances CVPR 2013