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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

Learning metrics for persistence-based summaries and applications for graph classification NIPS 2019
Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval CVPR 2019
On the Intrinsic Dimensionality of Image Representations CVPR 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning CVPR 2019
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML 2018
Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer INTERSPEECH 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NIPS 2018
Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018
Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling AISTATS 2018
Multi-view Metric Learning in Vector-valued Kernel Spaces AISTATS 2018
Diverse Few-Shot Text Classification with Multiple Metrics NAACL 2018
Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018
Comparison-Based Random Forests ICML 2018
Efficient end-to-end learning for quantizable representations ICML 2018
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization ICML 2018
The Weighted Kendall and High-order Kernels for Permutations ICML 2018
Binary Coding based Label Distribution Learning IJCAI 2018
Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding IJCAI 2018
Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018
Distance Metric Facilitated Transportation between Heterogeneous Domains IJCAI 2018
Generalization Bounds for Regularized Pairwise Learning IJCAI 2018
Adversarial Metric Learning IJCAI 2018
Deep View-Aware Metric Learning for Person Re-Identification IJCAI 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning CORL 2018