Metric Learning

Lens Depth Function and k-Relative Neighborhood Graph: Versatile Tools for Ordinal Data Analysis JMLR 2017 Lexical Simplification with the Deep Structured Similarity Model IJCNLP 2017 LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting SemEval 2017 Link Prediction via Ranking Metric Dual-Level Attention Network Learning IJCAI 2017 Locality Constrained Deep Supervised Hashing for Image Retrieval IJCAI 2017 Mapping Across Feature Spaces in Forensic Voice Comparison: The Contribution of Auditory-Based Voice Quality to (Semi-)Automatic System Testing Interspeech 2017 Matching neural paths: transfer from recognition to correspondence search NeurIPS 2017 Measuring Sample Quality with Kernels ICML 2017 Multi-Class Optimal Margin Distribution Machine ICML 2017 Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017 Multi-Stream Deep Similarity Learning Networks for Visual Tracking IJCAI 2017 Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017 Nearly optimal classification for semimetrics JMLR 2017 Negative Sampling Improves Hypernymy Extraction Based on Projection Learning EACL 2017 NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance CVPR 2017 Nonparametric Online Regression while Learning the Metric NeurIPS 2017 Object-Aware Dense Semantic Correspondence CVPR 2017 Off-Topic Spoken Response Detection Using Siamese Convolutional Neural Networks Interspeech 2017 One-Shot Metric Learning for Person Re-Identification CVPR 2017 On Kernelized Multi-armed Bandits ICML 2017 Online Asymmetric Similarity Learning for Cross-Modal Retrieval CVPR 2017 Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017 Online Multitask Relative Similarity Learning IJCAI 2017 Optical Flow Requires Multiple Strategies (but Only One Network) CVPR 2017 Order-Preserving Wasserstein Distance for Sequence Matching CVPR 2017