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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

One-Shot Metric Learning for Person Re-Identification CVPR 2017
Conditional Similarity Networks CVPR 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR 2017
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS 2017
Working hard to know your neighbor's margins: Local descriptor learning loss NIPS 2017
Learning Low-Dimensional Metrics NIPS 2017
Efficient Multiple Instance Metric Learning Using Weakly Supervised Data CVPR 2017
Joint Intensity and Spatial Metric Learning for Robust Gait Recognition CVPR 2017
Two dimensional Large Margin Nearest Neighbor for Matrix Classification IJCAI 2017
Deep Supervised Discrete Hashing NIPS 2017
Generative Local Metric Learning for Kernel Regression NIPS 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Matching neural paths: transfer from recognition to correspondence search NIPS 2017
Prototypical Networks for Few-shot Learning NIPS 2017
Fast Classification with Binary Prototypes AISTATS 2017
Learning Deep Semantic Embeddings for Cross-Modal Retrieval ACML 2017
Improved Strongly Adaptive Online Learning using Coin Betting AISTATS 2017
Optical Flow Requires Multiple Strategies (but Only One Network) CVPR 2017
Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017
Scalable Person Re-Identification on Supervised Smoothed Manifold CVPR 2017
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR 2017
Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017
L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR 2017
Kernel functions based on triplet comparisons NIPS 2017
Nonparametric Online Regression while Learning the Metric NIPS 2017