conftrace_

deep metric learning

123 papers

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Also known as

DML

Co-occurring keywords

metric learning (1190) embedding learning (609) image retrieval (600) embedding space (298) representation learning (6206) feature embedding (312) triplet loss (192) contrastive learning (4032) hard negative mining (83) distance metric (84)

Papers

Multi-view Spectral Clustering Network IJCAI 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ICCV 2019
Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning CVPR 2019
Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019
Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates CVPR 2019
Deep Metric Learning to Rank CVPR 2019
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm IJCAI 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Deep Meta Metric Learning ICCV 2019
Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer INTERSPEECH 2018
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NIPS 2018
Deep Adversarial Metric Learning CVPR 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval CVPR 2018
Level Playing Field for Million Scale Face Recognition CVPR 2017
Multi-Stream Deep Similarity Learning Networks for Visual Tracking IJCAI 2017
Deep Metric Learning via Facility Location CVPR 2017
Fine-Grained Categorization and Dataset Bootstrapping Using Deep Metric Learning With Humans in the Loop CVPR 2016
Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function CVPR 2016
Universal Correspondence Network NIPS 2016
Improved Deep Metric Learning with Multi-class N-pair Loss Objective NIPS 2016
Deep Transfer Metric Learning CVPR 2015
Multi-Manifold Deep Metric Learning for Image Set Classification CVPR 2015
Discriminative Deep Metric Learning for Face Verification in the Wild CVPR 2014