Metric Learning

OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018 Recurrent Pixel Embedding for Instance Grouping CVPR 2018 Triplet-Center Loss for Multi-View 3D Object Retrieval CVPR 2018 Unsupervised Domain Adaptation With Similarity Learning CVPR 2018 Visible Thermal Person Re-Identification via Dual-Constrained Top-Ranking IJCAI 2018 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017 Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network CVPR 2017 Cross-View Image Matching for Geo-Localization in Urban Environments CVPR 2017 Deep Metric Learning via Facility Location CVPR 2017 Deep Visual-Semantic Quantization for Efficient Image Retrieval CVPR 2017 Joint Detection and Identification Feature Learning for Person Search CVPR 2017 Kernel Pooling for Convolutional Neural Networks CVPR 2017 Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NeurIPS 2017 Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017 One-Shot Metric Learning for Person Re-Identification CVPR 2017 Optical Flow Requires Multiple Strategies (but Only One Network) CVPR 2017 Quality Aware Network for Set to Set Recognition CVPR 2017 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild CVPR 2017 Re-Ranking Person Re-Identification With k-Reciprocal Encoding CVPR 2017 SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR 2017 Working hard to know your neighbor's margins: Local descriptor learning loss NeurIPS 2017 Deep Metric Learning via Lifted Structured Feature Embedding CVPR 2016 Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016 Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016