Metric Learning

Ranked List Loss for Deep Metric Learning CVPR 2019 Re-Identification Supervised Texture Generation CVPR 2019 RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019 Robust Negative Sampling for Network Embedding AAAI 2019 Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019 SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019 SOSNet: Second Order Similarity Regularization for Local Descriptor Learning CVPR 2019 SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking CVPR 2019 Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019 T-Center: A Novel Discriminative Feature Extraction Approach for Iris Recognition AAAI 2019 UniformFace: Learning Deep Equidistributed Representation for Face Recognition CVPR 2019 Unsupervised Person Re-Identification by Soft Multilabel Learning CVPR 2019 Variational Prototyping-Encoder: One-Shot Learning With Prototypical Images CVPR 2019 Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019 Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018 CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization CVPR 2018 Deep Adversarial Metric Learning CVPR 2018 End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 Features for Multi-Target Multi-Camera Tracking and Re-Identification CVPR 2018 Group Consistent Similarity Learning via Deep CRF for Person Re-Identification CVPR 2018 Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018 Learning a neural response metric for retinal prosthesis ICLR 2018 Learning Deep Descriptors With Scale-Aware Triplet Networks CVPR 2018 Learning to Compare: Relation Network for Few-Shot Learning CVPR 2018 Low-Shot Learning With Imprinted Weights CVPR 2018