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Methodology
← Core Methods
Machine Learning
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Core Methods
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Metric Learning
2800 directly classified papers
Papers per year
2001: 1
2002: 1
2003: 7
2004: 7
2005: 6
2006: 14
2007: 11
2008: 10
2009: 25
2010: 21
2011: 28
2012: 35
2013: 80
2014: 54
2015: 101
2016: 85
2017: 135
2018: 154
2019: 303
2020: 257
2021: 306
2022: 290
2023: 317
2024: 242
2025: 216
2026: 94
Papers
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness
COLING 2018
Mining on Manifolds: Metric Learning Without Labels
CVPR 2018
Fast Spectral Ranking for Similarity Search
CVPR 2018
Metrics for Deep Generative Models
AISTATS 2018
Online Heterogeneous Transfer Metric Learning
IJCAI 2018
Importance Weighted Transfer of Samples in Reinforcement Learning
ICML 2018
Random Warping Series: A Random Features Method for Time-Series Embedding
AISTATS 2018
Peperomia at SemEval-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction
SEMEVAL 2018
Triplet-Center Loss for Multi-View 3D Object Retrieval
CVPR 2018
FISH-MML: Fisher-HSIC Multi-View Metric Learning
IJCAI 2018
MEnet: A Metric Expression Network for Salient Object Segmentation
IJCAI 2018
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts
COLING 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database
CVPR 2018
Efficient end-to-end learning for quantizable representations
ICML 2018
A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks
ICML 2018
HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN
CVPR 2018
SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification
EMNLP 2018
Norm-Ranging LSH for Maximum Inner Product Search
NIPS 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance
IJCAI 2018
Adversarial Metric Learning
IJCAI 2018
End-to-End Deep Kronecker-Product Matching for Person Re-Identification
CVPR 2018
Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition
INTERSPEECH 2018
Distance Metric Facilitated Transportation between Heterogeneous Domains
IJCAI 2018
Deep Metric Learning for the Target Cost in Unit-Selection Speech Synthesizer
INTERSPEECH 2018
Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination
CVPR 2018
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