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Metric Learning

190 directly classified papers

Papers per year

Papers

SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking CVPR 2019
Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019
ArcFace: Additive Angular Margin Loss for Deep Face Recognition CVPR 2019
Learning Joint Gait Representation via Quintuplet Loss Minimization CVPR 2019
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019
On Learning Density Aware Embeddings CVPR 2019
Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019
Learning to Learn Relation for Important People Detection in Still Images CVPR 2019
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019
Ranked List Loss for Deep Metric Learning CVPR 2019
Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019
Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning CVPR 2019
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth CVPR 2019
Dense Classification and Implanting for Few-Shot Learning CVPR 2019
Variational Prototyping-Encoder: One-Shot Learning With Prototypical Images CVPR 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019
Learning Binary Code for Personalized Fashion Recommendation CVPR 2019
SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates CVPR 2019
AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations CVPR 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning CVPR 2019
Re-Identification Supervised Texture Generation CVPR 2019
PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval CVPR 2019
Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning AAAI 2019
Angular Triplet-Center Loss for Multi-View 3D Shape Retrieval AAAI 2019
R2D2: Reliable and Repeatable Detector and Descriptor NIPS 2019