Metric Learning

Dimensionality estimation without distances AISTATS 2015 Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015 Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets CVPR 2015 Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning CVPR 2015 Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV 2015 Discriminative Pose-Free Descriptors for Face and Object Matching ICCV 2015 Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification ICCV 2015 Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence AISTATS 2015 Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold CVPR 2015 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015 Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015 Fine-Grained Visual Categorization via Multi-Stage Metric Learning CVPR 2015 From random walks to distances on unweighted graphs NeurIPS 2015 From Word Embeddings To Document Distances ICML 2015 Generalized Hierarchical Kernel Learning JMLR 2015 Geodesic Exponential Kernels: When Curvature and Linearity Conflict CVPR 2015 Geometry-Aware Deep Transform ICCV 2015 Halting in Random Walk Kernels NeurIPS 2015 Heteroscedastic Max-Min Distance Analysis CVPR 2015 Integrating Parametric and Non-Parametric Models For Scene Labeling CVPR 2015 kNN Hashing With Factorized Neighborhood Representation ICCV 2015 Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015 Learning Binary Codes for Maximum Inner Product Search ICCV 2015 Learning Deep Representations for Ground-to-Aerial Geolocalization CVPR 2015