Feature Learning

On the Consistency of Feature Selection With Lasso for Non-linear Targets ICML 2016 Random Fourier Features For Operator-Valued Kernels ACML 2016 ReD-SFA: Relation Discovery Based Slow Feature Analysis for Trajectory Clustering CVPR 2016 Relevant sparse codes with variational information bottleneck NeurIPS 2016 Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples Interspeech 2016 Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization COLING 2016 Unsupervised Learning of Discriminative Attributes and Visual Representations CVPR 2016 Using Linguistic Data for English and Spanish Verb-Noun Combination Identification COLING 2016 Wavelet decompositions of Random Forests - smoothness analysis, sparse approximation and applications JMLR 2016 Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015 Attributes and Categories for Generic Instance Search From One Example CVPR 2015 Automatically Discovering Local Visual Material Attributes CVPR 2015 Convex Learning of Multiple Tasks and their Structure ICML 2015 Discriminative Robust Transformation Learning NeurIPS 2015 Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture CVPR 2015 From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding CVPR 2015 Geometric Conditions for Subspace-Sparse Recovery ICML 2015 Good Features to Track for Visual SLAM CVPR 2015 Joint Multi-Feature Spatial Context for Scene Recognition on the Semantic Manifold CVPR 2015 Learning to Detect Motion Boundaries CVPR 2015 Learning with Group Invariant Features: A Kernel Perspective. NeurIPS 2015 Local Identification of Overcomplete Dictionaries JMLR 2015 Mid-Level Deep Pattern Mining CVPR 2015 More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015 On Statistical Analysis of Neuroimages With Imperfect Registration ICCV 2015