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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
Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association
CVPR 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction
EMNLP 2021
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
EMNLP 2021
Self-Alignment Pretraining for Biomedical Entity Representations
NAACL 2021
Matching-oriented Embedding Quantization For Ad-hoc Retrieval
EMNLP 2021
Step-Wise Hierarchical Alignment Network for Image-Text Matching
IJCAI 2021
Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment
IJCAI 2021
Two-Sided Wasserstein Procrustes Analysis
IJCAI 2021
Bipartite Matching for Crowd Counting with Point Supervision
IJCAI 2021
Feature Space Targeted Attacks by Statistic Alignment
IJCAI 2021
Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models
IJCAI 2021
Non-Parametric Few-Shot Learning for Word Sense Disambiguation
NAACL 2021
Improving Multi-agent Coordination by Learning to Estimate Contention
IJCAI 2021
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations
ACL 2021
A Multi-Constraint Similarity Learning with Adaptive Weighting for Visible-Thermal Person Re-Identification
IJCAI 2021
Learning to Rank Microphones for Distant Speech Recognition
INTERSPEECH 2021
Multimodal and Multilingual Embeddings for Large-Scale Speech Mining
NIPS 2021
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection
CVPR 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations
CVPR 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning
CVPR 2021
Set Augmented Triplet Loss for Video Person Re-Identification
WACV 2021
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains
ICCV 2021
DWKS: A Local Descriptor of Deformations Between Meshes and Point Clouds
ICCV 2021
Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition
INTERSPEECH 2021
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds
ICCV 2021
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