Metric Learning

End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching CVPR 2018 Fast Similarity Search via Optimal Sparse Lifting NeurIPS 2018 Fast Spectral Ranking for Similarity Search CVPR 2018 Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding IJCAI 2018 FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018 From the Periphery to the Core: Information Brokerage in an Evolving Network IJCAI 2018 Generalization Bounds for Regularized Pairwise Learning IJCAI 2018 Generalizing Graph Matching beyond Quadratic Assignment Model NeurIPS 2018 Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NeurIPS 2018 Group Consistent Similarity Learning via Deep CRF for Person Re-Identification CVPR 2018 HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR 2018 Hashing as Tie-Aware Learning to Rank CVPR 2018 Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains IJCAI 2018 High-dimensional Similarity Learning via Dual-sparse Random Projection IJCAI 2018 H-Net: Neural Network for Cross-domain Image Patch Matching IJCAI 2018 Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes IJCAI 2018 Importance Weighted Transfer of Samples in Reinforcement Learning ICML 2018 Improved nearest neighbor search using auxiliary information and priority functions ICML 2018 Improving Sign Random Projections With Additional Information ICML 2018 Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018 Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness NAACL 2018 Iterative Metric Learning for Imbalance Data Classification IJCAI 2018 Joint Extraction of Entities and Relations Based on a Novel Graph Scheme IJCAI 2018 Keep It or Not: Word Level Quality Estimation for Post-Editing EMNLP 2018