Metric Learning

ArcFace: Additive Angular Margin Loss for Deep Face Recognition CVPR 2019 A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019 CSEye: A Proposed Solution for Accurate and Accessible One-to-Many Face Verification AAAI 2019 Data-Adaptive Metric Learning with Scale Alignment AAAI 2019 Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019 Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019 Deep Metric Learning Beyond Binary Supervision CVPR 2019 Deep Metric Learning to Rank CVPR 2019 Dense Classification and Implanting for Few-Shot Learning CVPR 2019 Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates CVPR 2019 Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots EMNLP 2019 Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding AAAI 2019 Hardness-Aware Deep Metric Learning CVPR 2019 Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval CVPR 2019 Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth CVPR 2019 Learning Binary Code for Personalized Fashion Recommendation CVPR 2019 Learning Joint Gait Representation via Quintuplet Loss Minimization CVPR 2019 Learning Metrics From Teachers: Compact Networks for Image Embedding CVPR 2019 Learning to Learn Relation for Important People Detection in Still Images CVPR 2019 Multi-Similarity Loss With General Pair Weighting for Deep Metric Learning CVPR 2019 Neural Similarity Learning NeurIPS 2019 On Learning Density Aware Embeddings CVPR 2019 PCAN: 3D Attention Map Learning Using Contextual Information for Point Cloud Based Retrieval CVPR 2019 Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning CVPR 2019 R2D2: Reliable and Repeatable Detector and Descriptor NeurIPS 2019