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metric learning

1189 papers

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Also known as

FTML UML MLKML ML SPD DML MNR

Co-occurring keywords

representation learning (6174) few-shot learning (3390) image retrieval (599) embedding learning (609) person re-identification (554) convolutional neural network (4216) contrastive learning (3979) triplet loss (192) feature embedding (312) feature learning (1309)

Papers

A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020
Hierarchical Feature Embedding for Attribute Recognition CVPR 2020
Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to Deal with Imbalanced Data IJCAI 2020
SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020
Channel Interaction Networks for Fine-Grained Image Categorization AAAI 2020
Deep Polarized Network for Supervised Learning of Accurate Binary Hashing Codes IJCAI 2020
Boosting Few-Shot Learning With Adaptive Margin Loss CVPR 2020
RankMI: A Mutual Information Maximizing Ranking Loss CVPR 2020
Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification CVPR 2020
Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis WACV 2020
Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020
ViBE: Dressing for Diverse Body Shapes CVPR 2020
Learning Task-aware Local Representations for Few-shot Learning IJCAI 2020
Improved Few-Shot Visual Classification CVPR 2020
Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning CVPR 2019
Soft Labels for Ordinal Regression CVPR 2019
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Relational Knowledge Distillation CVPR 2019
Deep Metric Learning to Rank CVPR 2019
Learning Joint Gait Representation via Quintuplet Loss Minimization CVPR 2019
Learning Binary Code for Personalized Fashion Recommendation CVPR 2019
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization NIPS 2019
Neural Similarity Learning NIPS 2019
R2D2: Reliable and Repeatable Detector and Descriptor NIPS 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features NIPS 2019