Scene Parsing with Integration of Parametric and Non-parametric Models Apr 20, 2016 Metric Learning Scene Parsing
— Unverified M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection Apr 19, 2016 Answer Selection Metric Learning
Code Code Available Mahalanobis Distance Metric Learning Algorithm for Instance-based Data Stream Classification Apr 17, 2016 Classification Drift Detection
— Unverified DARI: Distance metric And Representation Integration for Person Verification Apr 15, 2016 Metric Learning Person Re-Identification
— Unverified CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval Apr 11, 2016 Face Image Retrieval Image Retrieval
— Unverified Online Open World Recognition Apr 8, 2016 Incremental Learning Metric Learning
— Unverified Bayesian Neighbourhood Component Analysis Apr 8, 2016 Bayesian Optimization Metric Learning
— Unverified Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks Apr 7, 2016 Kinship Verification Metric Learning
— Unverified Modeling Time Series Similarity with Siamese Recurrent Networks Mar 15, 2016 domain classification General Classification
— Unverified Template Adaptation for Face Verification and Identification Mar 12, 2016 Face Identification Face Recognition
— Unverified Nonstationary Distance Metric Learning Mar 11, 2016 Clustering Metric Learning
— Unverified Learning a Discriminative Null Space for Person Re-identification Mar 7, 2016 Dimensionality Reduction Metric Learning
— Unverified Scalable Metric Learning via Weighted Approximate Rank Component Analysis Mar 1, 2016 Metric Learning Person Re-Identification
— Unverified Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone Jan 7, 2016 Metric Learning
— Unverified Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization Dec 23, 2015 Diversity Metric Learning
— Unverified Beyond Classification: Latent User Interests Profiling from Visual Contents Analysis Dec 21, 2015 Classification General Classification
— Unverified Fine-grained Categorization and Dataset Bootstrapping using Deep Metric Learning with Humans in the Loop Dec 16, 2015 Fine-Grained Visual Categorization Metric Learning
— Unverified Boosted Sparse Non-linear Distance Metric Learning Dec 10, 2015 global-optimization Metric Learning
— Unverified Similarity Learning via Adaptive Regression and Its Application to Image Retrieval Dec 6, 2015 Image Retrieval Metric Learning
— Unverified Semantic Video Entity Linking Based on Visual Content and Metadata Dec 1, 2015 Entity Linking Metric Learning
— Unverified Efficient PSD Constrained Asymmetric Metric Learning for Person Re-Identification Dec 1, 2015 Metric Learning Person Re-Identification
— Unverified Person Re-Identification With Discriminatively Trained Viewpoint Invariant Dictionaries Dec 1, 2015 Dictionary Learning Metric Learning
— Unverified A Supervised Low-Rank Method for Learning Invariant Subspaces Dec 1, 2015 Face Recognition Metric Learning
— Unverified Person Re-Identification Ranking Optimisation by Discriminant Context Information Analysis Dec 1, 2015 Metric Learning Person Re-Identification
— Unverified Regressive Virtual Metric Learning Dec 1, 2015 Metric Learning
— Unverified SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk Dec 1, 2015 Clustering Metric Learning
— Unverified Hierarchical Invariant Feature Learning with Marginalization for Person Re-Identification Nov 30, 2015 Metric Learning Person Re-Identification
— Unverified Structured learning of metric ensembles with application to person re-identification Nov 27, 2015 Metric Learning Person Re-Identification
— Unverified Constrained Deep Metric Learning for Person Re-identification Nov 24, 2015 Metric Learning Person Re-Identification
— Unverified Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation Nov 20, 2015 Metric Learning Object
— Unverified Deep Metric Learning via Lifted Structured Feature Embedding Nov 19, 2015 Metric Learning Structured Prediction
Code Code Available Fast Metric Learning For Deep Neural Networks Nov 19, 2015 General Classification Information Retrieval
— Unverified Learning Deep Structure-Preserving Image-Text Embeddings Nov 19, 2015 Image Retrieval Image to text
— Unverified Metric learning approach for graph-based label propagation Nov 18, 2015 Metric Learning
— Unverified Metric Learning with Adaptive Density Discrimination Nov 18, 2015 Attribute Classification
Code Code Available Nonlinear Local Metric Learning for Person Re-identification Nov 16, 2015 Metric Learning Person Re-Identification
— Unverified Adaptive Affinity Matrix for Unsupervised Metric Learning Nov 13, 2015 Clustering Metric Learning
— Unverified Max-margin Metric Learning for Speaker Recognition Oct 20, 2015 Metric Learning Speaker Recognition
— Unverified Scalable Nonlinear Embeddings for Semantic Category-based Image Retrieval Sep 29, 2015 Image Retrieval Metric Learning
— Unverified TransA: An Adaptive Approach for Knowledge Graph Embedding Sep 18, 2015 Graph Embedding Knowledge Graph Embedding
— Unverified Geometry-aware Deep Transform Sep 17, 2015 Deep Learning Metric Learning
— Unverified Towards Making High Dimensional Distance Metric Learning Practical Sep 15, 2015 Dimensionality Reduction Metric Learning
— Unverified Nonlinear Metric Learning for kNN and SVMs through Geometric Transformations Aug 6, 2015 Metric Learning
— Unverified Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels Jul 28, 2015 Metric Learning
— Unverified Online Metric-Weighted Linear Representations for Robust Visual Tracking Jul 21, 2015 Metric Learning Object
— Unverified Entity Hierarchy Embedding Jul 1, 2015 Entity Linking Information Retrieval
— Unverified Targeting Ultimate Accuracy: Face Recognition via Deep Embedding Jun 24, 2015 Face Recognition Face Verification
— Unverified Bayesian representation learning with oracle constraints Jun 16, 2015 Metric Learning Representation Learning
— Unverified Beyond Mahalanobis Metric: Cayley-Klein Metric Learning Jun 1, 2015 Metric Learning
— Unverified MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching Jun 1, 2015 Computational Efficiency Metric Learning
Code Code Available 