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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
Back to the Feature: Learning Robust Camera Localization From Pixels To Pose
CVPR 2021
Learning To Associate Every Segment for Video Panoptic Segmentation
CVPR 2021
Semi-Supervised Metric Learning: A Deep Resurrection
AAAI 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding
CVPR 2021
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
CVPR 2021
HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval
ICCV 2021
PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification
CVPR 2021
Predator: Registration of 3D Point Clouds With Low Overlap
CVPR 2021
Domain Consensus Clustering for Universal Domain Adaptation
CVPR 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
CVPR 2021
Conditional Bures Metric for Domain Adaptation
CVPR 2021
Unsupervised Hyperbolic Metric Learning
CVPR 2021
RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection
IJCAI 2021
Deep Metric Learning for Open World Semantic Segmentation
ICCV 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment
CVPR 2021
Argumentation-Driven Evidence Association in Criminal Cases
EMNLP 2021
LMdiff: A Visual Diff Tool to Compare Language Models
EMNLP 2021
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization
ICCV 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction
EMNLP 2021
Spatial Assembly Networks for Image Representation Learning
CVPR 2021
Knowledge Evolution in Neural Networks
CVPR 2021
Feature Interactive Representation for Point Cloud Registration
ICCV 2021
Discrimination-Aware Mechanism for Fine-Grained Representation Learning
CVPR 2021
Understanding and Simplifying Perceptual Distances
CVPR 2021
Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection
CVPR 2021
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