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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
Distance Metric Learning for Aspect Phrase Grouping
COLING 2016
Supervised Quantization for Similarity Search
CVPR 2016
Learnt Quasi-Transitive Similarity for Retrieval From Large Collections of Faces
CVPR 2016
Aggregating Image and Text Quantized Correlated Components
CVPR 2016
Mutual Information Based Matching for Causal Inference with Observational Data
JMLR 2016
Metric Learning as Convex Combinations of Local Models With Generalization Guarantees
CVPR 2016
Similarity Learning With Spatial Constraints for Person Re-Identification
CVPR 2016
Better Evaluation of ASR in Speech Translation Context Using Word Embeddings
INTERSPEECH 2016
Exploring Word Mover’s Distance and Semantic-Aware Embedding Techniques for Extractive Broadcast News Summarization
INTERSPEECH 2016
Sample-Specific SVM Learning for Person Re-Identification
CVPR 2016
Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function
CVPR 2016
Pairwise Matching Through Max-Weight Bipartite Belief Propagation
CVPR 2016
Mining Discriminative Triplets of Patches for Fine-Grained Classification
CVPR 2016
Harry: A Tool for Measuring String Similarity
JMLR 2016
Deep Metric Learning via Lifted Structured Feature Embedding
CVPR 2016
Learning Reconstruction-Based Remote Gaze Estimation
CVPR 2016
Closed-Form Training of Mahalanobis Distance for Supervised Clustering
CVPR 2016
Local Similarity-Aware Deep Feature Embedding
NIPS 2016
Deep Supervised Hashing for Fast Image Retrieval
CVPR 2016
RIFD-CNN: Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
CVPR 2016
Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples
INTERSPEECH 2016
CP-mtML: Coupled Projection Multi-Task Metric Learning for Large Scale Face Retrieval
CVPR 2016
Fast Convergence of Online Pairwise Learning Algorithms
AISTATS 2016
Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization
INTERSPEECH 2016
Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification
INTERSPEECH 2016
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