Classification

Multimodal Gesture Recognition via Multiple Hypotheses Rescoring JMLR 2015 Multi-Objective Convolutional Learning for Face Labeling CVPR 2015 Multiple Instance Learning for Soft Bags via Top Instances CVPR 2015 Multi-Scale Recognition With DAG-CNNs ICCV 2015 Multi-Task Recurrent Neural Network for Immediacy Prediction ICCV 2015 Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015 Non-convex Statistical Optimization for Sparse Tensor Graphical Model NeurIPS 2015 Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood ICML 2015 Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields AISTATS 2015 Object Detection by Labeling Superpixels CVPR 2015 Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features ICCV 2015 Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model ICCV 2015 On Consistent Surrogate Risk Minimization and Property Elicitation COLT 2015 One-Pass Multi-View Learning ACML 2015 Online F-Measure Optimization NeurIPS 2015 Online Prediction at the Limit of Zero Temperature NeurIPS 2015 On the Accuracy of Self-Normalized Log-Linear Models NeurIPS 2015 On the Inductive Bias of Dropout JMLR 2015 On the Optimality of Classifier Chain for Multi-label Classification NeurIPS 2015 On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property ICML 2015 Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015 Optimally Combining Classifiers Using Unlabeled Data COLT 2015 Optimizing Non-decomposable Performance Measures: A Tale of Two Classes ICML 2015 Pairwise Conditional Random Forests for Facial Expression Recognition ICCV 2015 Parsing Occluded People by Flexible Compositions CVPR 2015