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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
Metric Learning for Dynamic Text Classification
EMNLP 2019
Weakly Supervised Deep Image Hashing Through Tag Embeddings
CVPR 2019
Adaptive Estimation for Approximate $k$-Nearest-Neighbor Computations
AISTATS 2019
How Similar Are Two Elections?
AAAI 2019
Robust Ordinal Embedding from Contaminated Relative Comparisons
AAAI 2019
Learning Nearest Neighbor Graphs from Noisy Distance Samples
NIPS 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning
CVPR 2019
Point Cloud Oversegmentation With Graph-Structured Deep Metric Learning
CVPR 2019
Semantic Relatedness Based Re-ranker for Text Spotting
IJCNLP 2019
Learning Invariant Representations of Social Media Users
IJCNLP 2019
Similarity Preserving Deep Asymmetric Quantization for Image Retrieval
AAAI 2019
Explore-Exploit Graph Traversal for Image Retrieval
CVPR 2019
DynTypo: Example-Based Dynamic Text Effects Transfer
CVPR 2019
Learning Binary Code for Personalized Fashion Recommendation
CVPR 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation
CVPR 2019
A Neurobiological Evaluation Metric for Neural Network Model Search
CVPR 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
CVPR 2019
SoDeep: A Sorting Deep Net to Learn Ranking Loss Surrogates
CVPR 2019
Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification
AAAI 2019
Spatial-Aware Feature Aggregation for Image based Cross-View Geo-Localization
NIPS 2019
Who wrote this book? A challenge for e-commerce
EMNLP 2019
On Densification for Minwise Hashing
UAI 2019
Improving Answer Selection and Answer Triggering using Hard Negatives
EMNLP 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings
EMNLP 2019
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension
EMNLP 2019
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