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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

Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search AAAI 2021
Generalization Guarantee of SGD for Pairwise Learning NIPS 2021
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning NIPS 2021
Towards Quantifiable Dialogue Coherence Evaluation ACL 2021
Robust Small-Scale Pedestrian Detection With Cued Recall via Memory Learning ICCV 2021
Language Model Augmented Relevance Score ACL 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
Asymmetric Metric Learning for Knowledge Transfer CVPR 2021
Learn The Big Picture: Representation Learning for Clustering ACL 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Back to the Feature: Learning Robust Camera Localization From Pixels To Pose CVPR 2021
PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification CVPR 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories ACL 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment CVPR 2021
Fine-Grained Semantics-Aware Representation Enhancement for Self-Supervised Monocular Depth Estimation ICCV 2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NIPS 2021
VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval CVPR 2021
Learning Compact Metrics for MT EMNLP 2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NIPS 2021
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains CVPR 2021
A Multi-Constraint Similarity Learning with Adaptive Weighting for Visible-Thermal Person Re-Identification IJCAI 2021
SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition CVPR 2021
Knowledge Guided Metric Learning for Few-Shot Text Classification NAACL 2021