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metric learning

1189 papers

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Also known as

ML

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

Fast Spectral Ranking for Similarity Search CVPR 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018
Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation NIPS 2018
Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators NIPS 2018
Learning Deep Disentangled Embeddings With the F-Statistic Loss NIPS 2018
RetGK: Graph Kernels based on Return Probabilities of Random Walks NIPS 2018
Virtual Class Enhanced Discriminative Embedding Learning NIPS 2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NIPS 2018
Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders NIPS 2018
Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018
FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018
Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification CVPR 2018
Efficient and Deep Person Re-Identification Using Multi-Level Similarity CVPR 2018
Local Descriptors Optimized for Average Precision CVPR 2018
One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018
Learning Deep Descriptors With Scale-Aware Triplet Networks CVPR 2018
Decoupled Networks CVPR 2018
Deep Adversarial Metric Learning CVPR 2018
Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints CVPR 2018
Low-Shot Learning With Imprinted Weights CVPR 2018
Features for Multi-Target Multi-Camera Tracking and Re-Identification CVPR 2018
End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018
Recurrent Pixel Embedding for Instance Grouping CVPR 2018