A Novel User Representation Paradigm for Making Personalized Candidate Retrieval Jul 15, 2019 Metric Learning Retrieval
— Unverified Optimal Feature Transport for Cross-View Image Geo-Localization Jul 11, 2019 geo-localization Image-Based Localization
Code Code Available Routine Modeling with Time Series Metric Learning Jul 8, 2019 Clustering Metric Learning
— Unverified Revisiting Metric Learning for Few-Shot Image Classification Jul 6, 2019 Classification Few-Shot Image Classification
— Unverified Learning to Link Jul 1, 2019 Clustering Metric Learning
— Unverified Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems Jun 24, 2019 Diversity Metric Learning
— Unverified Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning Jun 21, 2019 BIG-bench Machine Learning Clustering
Code Code Available 3D Instance Segmentation via Multi-Task Metric Learning Jun 20, 2019 3D Instance Segmentation 3D Reconstruction
— Unverified Learning Discriminative features using Center Loss and Reconstruction as Regularizer for Speech Emotion Recognition Jun 19, 2019 Emotion Recognition Metric Learning
— Unverified SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance Jun 19, 2019 Change Detection Metric Learning
— Unverified Multi-Scale Convolutions for Learning Context Aware Feature Representations Jun 17, 2019 Metric Learning
— Unverified Divide and Conquer the Embedding Space for Metric Learning Jun 14, 2019 Clustering Metric Learning
Code Code Available R2D2: Repeatable and Reliable Detector and Descriptor Jun 14, 2019 Interest Point Detection Keypoint Detection
Code Code Available Large-scale Landmark Retrieval/Recognition under a Noisy and Diverse Dataset Jun 10, 2019 Diversity Landmark Recognition
Code Code Available Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation Jun 8, 2019 Metric Learning
Code Code Available Collaborative Translational Metric Learning Jun 4, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Linear and Quadratic Discriminant Analysis: Tutorial Jun 1, 2019 Dimensionality Reduction General Classification
Code Code Available Metric Learning for Individual Fairness Jun 1, 2019 Fairness Metric Learning
— Unverified Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates Jun 1, 2019 Change Detection Metric Learning
— Unverified RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection Jun 1, 2019 Classification Few-Shot Object Detection
Code Code Available Deep Asymmetric Metric Learning via Rich Relationship Mining Jun 1, 2019 Face Verification Image Retrieval
— Unverified Deep Metric Learning to Rank Jun 1, 2019 Image Retrieval Learning-To-Rank
Code Code Available Stochastic Class-Based Hard Example Mining for Deep Metric Learning Jun 1, 2019 Image Retrieval Metric Learning
— Unverified CLAREL: Classification via retrieval loss for zero-shot learning May 31, 2019 Classification General Classification
— Unverified Regression Networks for Meta-Learning Few-Shot Classification May 31, 2019 Classification Few-Shot Learning
Code Code Available A Music Classification Model based on Metric Learning and Feature Extraction from MP3 Audio Files May 30, 2019 Dimensionality Reduction General Classification
— Unverified The General Pair-based Weighting Loss for Deep Metric Learning May 30, 2019 Image Retrieval Metric Learning
— Unverified Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning May 29, 2019 Community Question Answering Information Retrieval
— Unverified Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering May 28, 2019 Inductive Bias Metric Learning
— Unverified Discrete Infomax Codes for Supervised Representation Learning May 28, 2019 Meta-Learning Metric Learning
— Unverified Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss May 28, 2019 General Classification Metric Learning
— Unverified Learning to Approximate a Bregman Divergence May 28, 2019 Clustering Metric Learning
Code Code Available Matching on What Matters: A Pseudo-Metric Learning Approach to Matching Estimation in High Dimensions May 28, 2019 Metric Learning valid
— Unverified Finding Task-Relevant Features for Few-Shot Learning by Category Traversal May 27, 2019 Few-Shot Learning Metric Learning
Code Code Available Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity May 25, 2019 Metric Learning Out-of-Distribution Detection
Code Code Available Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding May 25, 2019 Few-Shot Learning Metric Learning
— Unverified Robust Mahalanobis Metric Learning via Geometric Approximation Algorithms May 24, 2019 General Classification Metric Learning
— Unverified Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning May 23, 2019 Metric Learning Retrieval
— Unverified Variational Prototype Replays for Continual Learning May 23, 2019 Continual Learning General Classification
Code Code Available Neural Metric Learning for Fast End-to-End Relation Extraction May 17, 2019 global-optimization Metric Learning
— Unverified Prototypical Bregman Networks May 16, 2019 Computational Efficiency Few-Shot Learning
— Unverified Embeddings and Representation Learning for Structured Data May 15, 2019 BIG-bench Machine Learning Decoder
— Unverified Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment May 15, 2019 General Classification Meta-Learning
— Unverified A novel statistical metric learning for hyperspectral image classification May 13, 2019 Classification Diversity
— Unverified A Distributed Approach towards Discriminative Distance Metric Learning May 11, 2019 Metric Learning
— Unverified Self-Supervised Visual Place Recognition Learning in Mobile Robots May 11, 2019 Metric Learning Robot Navigation
— Unverified Supervized Segmentation with Graph-Structured Deep Metric Learning May 10, 2019 Metric Learning Segmentation
Code Code Available Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training May 10, 2019 Few-Shot Learning Metric Learning
— Unverified Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity May 6, 2019 Attribute Metric Learning
— Unverified Unsupervised Domain Adaptation for Distance Metric Learning May 1, 2019 Domain Adaptation Face Recognition
— Unverified 