Multi-Manifold Deep Metric Learning for Image Set Classification Jun 1, 2015 Classification General Classification
— Unverified Learning Similarity Metrics for Dynamic Scene Segmentation Jun 1, 2015 Metric Learning Motion Segmentation
— Unverified Integrating Parametric and Non-Parametric Models For Scene Labeling Jun 1, 2015 General Classification Metric Learning
— Unverified Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition Jun 1, 2015 Dimensionality Reduction Face Recognition
— Unverified Metric Imitation by Manifold Transfer for Efficient Vision Applications Jun 1, 2015 Clustering Image Clustering
— Unverified Deep Transfer Metric Learning Jun 1, 2015 Face Verification Metric Learning
— Unverified Sample complexity of learning Mahalanobis distance metrics May 11, 2015 Metric Learning
— Unverified Bounded-Distortion Metric Learning May 10, 2015 Clustering General Classification
— Unverified Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature May 5, 2015 General Classification Metric Learning
Code Code Available Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Apr 30, 2015 compressed sensing Dictionary Learning
— Unverified When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition Apr 9, 2015 Face Recognition Metric Learning
— Unverified Unsupervised Feature Learning from Temporal Data Apr 9, 2015 General Classification Metric Learning
— Unverified Large-scale Log-determinant Computation through Stochastic Chebyshev Expansions Mar 22, 2015 Metric Learning
Code Code Available Jointly Learning Multiple Measures of Similarities from Triplet Comparisons Mar 5, 2015 Metric Learning Triplet
— Unverified Online Pairwise Learning Algorithms with Kernels Feb 25, 2015 Metric Learning
— Unverified Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices Feb 12, 2015 EEG Electroencephalogram (EEG)
— Unverified Iterated Support Vector Machines for Distance Metric Learning Feb 2, 2015 Classification Face Verification
— Unverified Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics Jan 12, 2015 Clustering Metric Learning
— Unverified Riemannian Metric Learning for Symmetric Positive Definite Matrices Jan 10, 2015 Clustering Metric Learning
— Unverified Deep metric learning using Triplet network Dec 20, 2014 General Classification Information Retrieval
Code Code Available Large Scale Distributed Distance Metric Learning Dec 18, 2014 CPU Metric Learning
— Unverified Unsupervised Learning of Spatiotemporally Coherent Metrics Dec 18, 2014 General Classification Metric Learning
— Unverified Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking Dec 4, 2014 Metric Learning Object Tracking
— Unverified Discriminative Metric Learning by Neighborhood Gerrymandering Dec 1, 2014 Classification General Classification
— Unverified Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation Nov 18, 2014 Metric Learning Retrieval
— Unverified Multi-Task Metric Learning on Network Data Nov 10, 2014 Metric Learning Multi-Task Learning
— Unverified Similarity Learning for High-Dimensional Sparse Data Nov 10, 2014 Dimensionality Reduction Metric Learning
Code Code Available Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval Sep 25, 2014 Information Retrieval Metric Learning
— Unverified Active Metric Learning from Relative Comparisons Sep 15, 2014 Active Learning Metric Learning
— Unverified Metric Learning for Temporal Sequence Alignment Sep 10, 2014 feature selection Metric Learning
— Unverified A Novel Semi-Supervised Algorithm for Rare Prescription Side Effect Discovery Sep 2, 2014 Clustering Marketing
— Unverified Open-set Person Re-identification Aug 5, 2014 Metric Learning Person Re-Identification
— Unverified Deep Metric Learning for Practical Person Re-Identification Jul 18, 2014 Metric Learning Person Re-Identification
— Unverified Improving Performance of Self-Organising Maps with Distance Metric Learning Method Jul 4, 2014 General Classification Metric Learning
— Unverified Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation Jun 30, 2014 Change Detection feature selection
— Unverified Person Re-identification by Local Maximal Occurrence Representation and Metric Learning Jun 17, 2014 Metric Learning Person Re-Identification
Code Code Available Linear Dimensionality Reduction: Survey, Insights, and Generalizations Jun 3, 2014 Dimensionality Reduction Metric Learning
Code Code Available Discriminative Deep Metric Learning for Face Verification in the Wild Jun 1, 2014 Face Verification Metric Learning
— Unverified Fantope Regularization in Metric Learning Jun 1, 2014 Face Verification General Classification
— Unverified Large-Scale Visual Font Recognition Jun 1, 2014 Font Recognition Image Categorization
— Unverified Multimodal Learning in Loosely-organized Web Images Jun 1, 2014 Metric Learning
— Unverified Tracklet Association with Online Target-Specific Metric Learning Jun 1, 2014 Metric Learning
— Unverified Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification Jun 1, 2014 Classification General Classification
— Unverified Multi-view Metric Learning for Multi-view Video Summarization May 25, 2014 Clustering Metric Learning
— Unverified Two-Stage Metric Learning May 12, 2014 Metric Learning Vocal Bursts Valence Prediction
— Unverified Scalable Similarity Learning using Large Margin Neighborhood Embedding Apr 24, 2014 Metric Learning Triplet
— Unverified Sparse Compositional Metric Learning Apr 15, 2014 General Classification Metric Learning
— Unverified Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies Feb 23, 2014 Clustering Image Retrieval
— Unverified Fine-Grained Visual Categorization via Multi-stage Metric Learning Feb 3, 2014 Fine-Grained Visual Categorization Metric Learning
— Unverified Kernel-based Distance Metric Learning in the Output Space Dec 9, 2013 General Classification Metric Learning
— Unverified 