Scalable Angular Discriminative Deep Metric Learning for Face Recognition Apr 29, 2018 Face Recognition Metric Learning
— Unverified A Unified Framework for Domain Adaptation using Metric Learning on Manifolds Apr 28, 2018 Domain Adaptation Metric Learning
Code Code Available On deep speaker embeddings for text-independent speaker recognition Apr 26, 2018 General Classification Metric Learning
— Unverified Online convex optimization and no-regret learning: Algorithms, guarantees and applications Apr 12, 2018 Metric Learning
— Unverified Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Apr 9, 2018 Metric Learning Object
— Unverified Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive Apr 5, 2018 Metric Learning
— Unverified Attention-based Ensemble for Deep Metric Learning Apr 2, 2018 Diversity Image Retrieval
— Unverified 3D Pose Estimation and 3D Model Retrieval for Objects in the Wild Mar 30, 2018 3D Pose Estimation Metric Learning
— Unverified Mining on Manifolds: Metric Learning without Labels Mar 29, 2018 General Classification Metric Learning
Code Code Available Active Metric Learning for Supervised Classification Mar 28, 2018 Active Learning Classification
— Unverified Person re-identification with fusion of hand-crafted and deep pose-based body region features Mar 27, 2018 Metric Learning Person Re-Identification
— Unverified Metric Learning with Dynamically Generated Pairwise Constraints for Ear Recognition Mar 26, 2018 Metric Learning
— Unverified Text2Shape: Generating Shapes from Natural Language by Learning Joint Embeddings Mar 22, 2018 Metric Learning Retrieval
Code Code Available Multi-view Metric Learning in Vector-valued Kernel Spaces Mar 21, 2018 Metric Learning
— Unverified Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mar 20, 2018 Geometric Matching Metric Learning
— Unverified Asymmetric kernel in Gaussian Processes for learning target variance Mar 19, 2018 Gaussian Processes Metric Learning
— Unverified Triplet-Center Loss for Multi-View 3D Object Retrieval Mar 16, 2018 3D Object Recognition 3D Object Retrieval
Code Code Available Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-wise Loss Mar 12, 2018 Deep Hashing Image Retrieval
Code Code Available Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer? Mar 8, 2018 Image Retrieval Metric Learning
Code Code Available Exponential Discriminative Metric Embedding in Deep Learning Mar 7, 2018 Deep Learning Face Recognition
— Unverified Beyond Context: Exploring Semantic Similarity for Tiny Face Detection Mar 5, 2018 Face Detection Metric Learning
— Unverified Local Distance Metric Learning for Nearest Neighbor Algorithm Mar 5, 2018 Metric Learning
— Unverified Collaborative Metric Learning Recommendation System: Application to Theatrical Movie Releases Mar 1, 2018 Collaborative Filtering Metric Learning
— Unverified Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval Feb 27, 2018 General Classification image-classification
Code Code Available Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning Feb 26, 2018 Clustering General Classification
— Unverified End-to-end learning of keypoint detector and descriptor for pose invariant 3D matching Feb 22, 2018 Image Retrieval Keypoint Detection
— Unverified VBALD - Variational Bayesian Approximation of Log Determinants Feb 21, 2018 BIG-bench Machine Learning Gaussian Processes
— Unverified Orthogonality-Promoting Distance Metric Learning: Convex Relaxation and Theoretical Analysis Feb 16, 2018 Metric Learning
— Unverified TVAE: Triplet-Based Variational Autoencoder using Metric Learning Feb 13, 2018 Metric Learning Representation Learning
Code Code Available Few-Shot Learning with Metric-Agnostic Conditional Embeddings Feb 12, 2018 Few-Shot Learning General Classification
— Unverified Safe Triplet Screening for Distance Metric Learning Feb 12, 2018 Metric Learning Triplet
Code Code Available Learning Local Metrics and Influential Regions for Classification Feb 9, 2018 Classification General Classification
— Unverified Adversarial Metric Learning Feb 9, 2018 Metric Learning
— Unverified Metric Learning via Maximizing the Lipschitz Margin Ratio Feb 9, 2018 Metric Learning
— Unverified Additive Margin Softmax for Face Verification Jan 17, 2018 Face Verification Metric Learning
Code Code Available Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly Jan 15, 2018 Diversity Image Retrieval
Code Code Available Adaptive Graph Convolutional Neural Networks Jan 10, 2018 Metric Learning
Code Code Available Threshold Auto-Tuning Metric Learning Jan 7, 2018 Metric Learning
— Unverified LEAP: Learning Embeddings for Adaptive Pace Jan 1, 2018 image-classification Image Classification
— Unverified Make SVM great again with Siamese kernel for few-shot learning Jan 1, 2018 Few-Shot Learning General Classification
Code Code Available Parametric Manifold Learning Via Sparse Multidimensional Scaling Jan 1, 2018 Metric Learning
— Unverified UNSUPERVISED METRIC LEARNING VIA NONLINEAR FEATURE SPACE TRANSFORMATIONS Jan 1, 2018 Clustering Metric Learning
— Unverified Nearest Neighbour Radial Basis Function Solvers for Deep Neural Networks Jan 1, 2018 Classification General Classification
— Unverified Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features Dec 29, 2017 Metric Learning
— Unverified Kernel Regression with Sparse Metric Learning Dec 25, 2017 Dimensionality Reduction Metric Learning
— Unverified Deep metric learning for multi-labelled radiographs Dec 11, 2017 Clustering Image Retrieval
— Unverified OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning Dec 5, 2017 General Classification image-classification
Code Code Available Generative Local Metric Learning for Kernel Regression Dec 1, 2017 Metric Learning regression
— Unverified Label Efficient Learning of Transferable Representations acrosss Domains and Tasks Dec 1, 2017 Action Recognition Metric Learning
— Unverified Label Efficient Learning of Transferable Representations across Domains and Tasks Nov 30, 2017 Action Recognition Metric Learning
— Unverified 