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Metric Learning

2800 directly classified papers

Papers per year

Papers

SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SEMEVAL 2017
SimBow at SemEval-2017 Task 3: Soft-Cosine Semantic Similarity between Questions for Community Question Answering SEMEVAL 2017
Image Pivoting for Learning Multilingual Multimodal Representations EMNLP 2017
Learning A Structured Optimal Bipartite Graph for Co-Clustering NIPS 2017
Exploring Vector Spaces for Semantic Relations EMNLP 2017
Evaluation of the Neurological State of People with Parkinson’s Disease Using i-Vectors INTERSPEECH 2017
Mapping Across Feature Spaces in Forensic Voice Comparison: The Contribution of Auditory-Based Voice Quality to (Semi-)Automatic System Testing INTERSPEECH 2017
Similarity Learning Based Query Modeling for Keyword Search INTERSPEECH 2017
Deep Unsupervised Similarity Learning Using Partially Ordered Sets CVPR 2017
Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017
Identifying First-Person Camera Wearers in Third-Person Videos CVPR 2017
Lexical Simplification with the Deep Structured Similarity Model IJCNLP 2017
Audio Classification Using Class-Specific Learned Descriptors INTERSPEECH 2017
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning EACL 2017
Learning Feature Aware Metric ACML 2016
Video2GIF: Automatic Generation of Animated GIFs From Video CVPR 2016
Proposal Flow CVPR 2016
Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016
Geometric Mean Metric Learning ICML 2016
Large Margin Discriminant Dimensionality Reduction in Prediction Space NIPS 2016
On the Power and Limits of Distance-Based Learning ICML 2016
Learning Granger Causality for Hawkes Processes ICML 2016
Actively Learning Hemimetrics with Applications to Eliciting User Preferences ICML 2016
FANNG: Fast Approximate Nearest Neighbour Graphs CVPR 2016
Fast Training of Triplet-Based Deep Binary Embedding Networks CVPR 2016