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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

Mahalanobis Metric Scoring Learned from Weighted Pairwise Constraints in I-Vector Speaker Recognition System INTERSPEECH 2016
Actively Learning Hemimetrics with Applications to Eliciting User Preferences ICML 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions ICML 2016
Geometric Mean Metric Learning ICML 2016
Supervised Word Mover's Distance NIPS 2016
Fast Convergence of Online Pairwise Learning Algorithms AISTATS 2016
Universal Correspondence Network NIPS 2016
Improved Deep Metric Learning with Multi-class N-pair Loss Objective NIPS 2016
Deep Neural Networks with Inexact Matching for Person Re-Identification NIPS 2016
Local Similarity-Aware Deep Feature Embedding NIPS 2016
Learnt Quasi-Transitive Similarity for Retrieval From Large Collections of Faces CVPR 2016
Matching Networks for One Shot Learning NIPS 2016
Individual Identity in Songbirds: Signal Representations and Metric Learning for Locating the Information in Complex Corvid Calls INTERSPEECH 2016
Learning Deep Embeddings with Histogram Loss NIPS 2016
Nearly Isometric Embedding by Relaxation NIPS 2016
Learning Local Image Descriptors With Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions CVPR 2016
Learning Deep Structure-Preserving Image-Text Embeddings CVPR 2016
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016
Learning a Discriminative Null Space for Person Re-Identification CVPR 2016
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction CVPR 2016
Integrating Parametric and Non-Parametric Models For Scene Labeling CVPR 2015
3D Deep Shape Descriptor CVPR 2015
Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning CVPR 2015
Scalable Person Re-Identification: A Benchmark ICCV 2015