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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

Deep Learning-based Online Alternative Product Recommendations at Scale ACL 2020
Generalized Product Quantization Network for Semi-Supervised Image Retrieval CVPR 2020
Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network AAAI 2020
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance EMNLP 2020
A Deep Metric Learning Method for Biomedical Passage Retrieval COLING 2020
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction COLING 2020
Pairwise Learning with Differential Privacy Guarantees AAAI 2020
metric-learn: Metric Learning Algorithms in Python JMLR 2020
Dynamic Margin Softmax Loss for Speaker Verification INTERSPEECH 2020
Learning Flat Latent Manifolds with VAEs ICML 2020
Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification WACV 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection AAAI 2020
Learning a distance function with a Siamese network to localize anomalies in videos WACV 2020
Simultaneous Preference and Metric Learning from Paired Comparisons NIPS 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization CVPR 2020
PADS: Policy-Adapted Sampling for Visual Similarity Learning CVPR 2020
Hyperbolic Image Embeddings CVPR 2020
Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020
Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020
Individual Fairness Revisited: Transferring Techniques from Adversarial Robustness IJCAI 2020
Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data CVPR 2020
Unsupervised Representation Learning by Predicting Random Distances IJCAI 2020
Disentangled Feature Learning Network for Vehicle Re-Identification IJCAI 2020
Biased Feature Learning for Occlusion Invariant Face Recognition IJCAI 2020
Proximity Preserving Binary Code Using Signed Graph-Cut AAAI 2020