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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

Distributionally robust weighted k-nearest neighbors NIPS 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022
Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning WACV 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Geometric Order Learning for Rank Estimation NIPS 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification AAAI 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes COLING 2022
Metric-Fair Active Learning ICML 2022
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention AAAI 2022
Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
Contextual Similarity Distillation for Asymmetric Image Retrieval CVPR 2022
Weakly-Supervised Metric Learning With Cross-Module Communications for the Classification of Anterior Chamber Angle Images CVPR 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
MetricFormer: A Unified Perspective of Correlation Exploring in Similarity Learning NIPS 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Hybrid Relation Guided Set Matching for Few-Shot Action Recognition CVPR 2022