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Metric Learning

190 directly classified papers

Papers per year

Papers

Working hard to know your neighbor's margins: Local descriptor learning loss NIPS 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017
Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network CVPR 2017
Quality Aware Network for Set to Set Recognition CVPR 2017
Re-Ranking Person Re-Identification With k-Reciprocal Encoding CVPR 2017
Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017
Deep Visual-Semantic Quantization for Efficient Image Retrieval CVPR 2017
Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild CVPR 2017
Kernel Pooling for Convolutional Neural Networks CVPR 2017
One-Shot Metric Learning for Person Re-Identification CVPR 2017
Joint Detection and Identification Feature Learning for Person Search CVPR 2017
Cross-View Image Matching for Geo-Localization in Urban Environments CVPR 2017
Optical Flow Requires Multiple Strategies (but Only One Network) CVPR 2017
Deep Metric Learning via Facility Location CVPR 2017
Highlight Detection With Pairwise Deep Ranking for First-Person Video Summarization CVPR 2016
Sketch Me That Shoe CVPR 2016
Matching Networks for One Shot Learning NIPS 2016
Improved Deep Metric Learning with Multi-class N-pair Loss Objective NIPS 2016
Local Similarity-Aware Deep Feature Embedding NIPS 2016
Learning Deep Structure-Preserving Image-Text Embeddings CVPR 2016
Deep Metric Learning via Lifted Structured Feature Embedding CVPR 2016
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016
Top-Push Video-Based Person Re-Identification CVPR 2016
Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function CVPR 2016