Collaborative Metric Learning Apr 1, 2017 Collaborative Filtering Metric Learning
Code Code Available Transfer of View-manifold Learning to Similarity Perception of Novel Objects Mar 31, 2017 Metric Learning Object
— Unverified Semantic Instance Segmentation via Deep Metric Learning Mar 30, 2017 Instance Segmentation Metric Learning
Code Code Available DeepVisage: Making face recognition simple yet with powerful generalization skills Mar 24, 2017 Face Recognition Metric Learning
— Unverified In Defense of the Triplet Loss for Person Re-Identification Mar 22, 2017 General Classification Metric Learning
Code Code Available Cross-modal Deep Metric Learning with Multi-task Regularization Mar 21, 2017 Cross-Modal Retrieval Metric Learning
— Unverified No Fuss Distance Metric Learning using Proxies Mar 21, 2017 Metric Learning Semantic Similarity
Code Code Available Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks Mar 7, 2017 Graph Similarity Metric Learning
Code Code Available Metric Learning for Generalizing Spatial Relations to New Objects Mar 6, 2017 Metric Learning
Code Code Available Incorporating Intra-Class Variance to Fine-Grained Visual Recognition Mar 1, 2017 Fine-Grained Visual Recognition Metric Learning
— Unverified Exemplar-Centered Supervised Shallow Parametric Data Embedding Feb 21, 2017 Dimensionality Reduction General Classification
— Unverified Deep Hybrid Similarity Learning for Person Re-identification Feb 16, 2017 Metric Learning Person Re-Identification
— Unverified Reconstruction-Based Disentanglement for Pose-invariant Face Recognition Feb 10, 2017 Disentanglement Face Recognition
— Unverified Similarity Function Tracking using Pairwise Comparisons Jan 7, 2017 Clustering Metric Learning
— Unverified End-to-End Data Visualization by Metric Learning and Coordinate Transformation Dec 27, 2016 Data Visualization General Classification
— Unverified Constraint Selection in Metric Learning Dec 14, 2016 Metric Learning
— Unverified Deep Metric Learning via Facility Location Dec 5, 2016 Clustering Metric Learning
Code Code Available Improved Deep Metric Learning with Multi-class N-pair Loss Objective Dec 1, 2016 Clustering Face Verification
— Unverified What Makes Objects Similar: A Unified Multi-Metric Learning Approach Dec 1, 2016 Metric Learning
— Unverified Semi-supervised Kernel Metric Learning Using Relative Comparisons Dec 1, 2016 Clustering Metric Learning
— Unverified Learning Invariant Representations Of Planar Curves Nov 23, 2016 Metric Learning
— Unverified Optical Flow Requires Multiple Strategies (but only one network) Nov 17, 2016 Metric Learning Optical Flow Estimation
Code Code Available Hard-Aware Deeply Cascaded Embedding Nov 17, 2016 Metric Learning Triplet
Code Code Available Multi-view metric learning for multi-instance image classification Oct 21, 2016 Classification General Classification
— Unverified Feasibility Based Large Margin Nearest Neighbor Metric Learning Oct 18, 2016 Metric Learning
— Unverified Efficient Metric Learning for the Analysis of Motion Data Oct 17, 2016 Dynamic Time Warping General Classification
Code Code Available Improved Strongly Adaptive Online Learning using Coin Betting Oct 14, 2016 Metric Learning
— Unverified Dynamic Metric Learning from Pairwise Comparisons Oct 10, 2016 Clustering Metric Learning
— Unverified Learning Optimal Parameters for Multi-target Tracking with Contextual Interactions Oct 5, 2016 Metric Learning Structured Prediction
— Unverified OPML: A One-Pass Closed-Form Solution for Online Metric Learning Sep 29, 2016 Event Detection Face Verification
— Unverified Hard Negative Mining for Metric Learning Based Zero-Shot Classification Aug 26, 2016 Classification Domain Adaptation
— Unverified Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video Aug 15, 2016 Face Recognition Metric Learning
— Unverified A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates Aug 11, 2016 Metric Learning
— Unverified Interpolated Discretized Embedding of Single Vectors and Vector Pairs for Classification, Metric Learning and Distance Approximation Aug 8, 2016 General Classification Metric Learning
— Unverified Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression Aug 1, 2016 Form Metric Learning
— Unverified Improving Semantic Embedding Consistency by Metric Learning for Zero-Shot Classification Jul 27, 2016 Attribute General Classification
— Unverified Geometric Mean Metric Learning Jul 18, 2016 Form General Classification
Code Code Available Learning a metric for class-conditional KNN Jul 11, 2016 Classification General Classification
Code Code Available Matching Networks for One Shot Learning Jun 13, 2016 Few-Shot Image Classification Few-Shot Learning
Code Code Available metricDTW: local distance metric learning in Dynamic Time Warping Jun 11, 2016 Dynamic Time Warping General Classification
— Unverified Universal Correspondence Network Jun 11, 2016 Metric Learning Semantic Similarity
— Unverified Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions Jun 8, 2016 Metric Learning
— Unverified Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach Jun 6, 2016 Metric Learning Person Re-Identification
— Unverified Closed-Form Training of Mahalanobis Distance for Supervised Clustering Jun 1, 2016 Clustering Form
— Unverified Metric Learning as Convex Combinations of Local Models With Generalization Guarantees Jun 1, 2016 Metric Learning regression
— Unverified Biconvex Relaxation for Semidefinite Programming in Computer Vision May 31, 2016 Metric Learning
Code Code Available A Systematic Evaluation and Benchmark for Person Re-Identification: Features, Metrics, and Datasets May 31, 2016 Metric Learning Person Re-Identification
Code Code Available Deep Attributes Driven Multi-Camera Person Re-identification May 11, 2016 Attribute Metric Learning
— Unverified Distance Metric Learning for Aspect Phrase Grouping Apr 29, 2016 Clustering Metric Learning
— Unverified An Enhanced Deep Feature Representation for Person Re-identification Apr 26, 2016 Metric Learning Person Re-Identification
— Unverified 