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Metric Learning

2800 directly classified papers

Papers per year

Papers

BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Efficient Nearest Neighbor Language Models EMNLP 2021
Semi-Supervised Metric Learning: A Deep Resurrection AAAI 2021
Detecting Speaker Personas from Conversational Texts EMNLP 2021
Nearest Neighbor Classifier Embedded Network for Active Learning AAAI 2021
Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021
MetricOpt: Learning To Optimize Black-Box Evaluation Metrics CVPR 2021
Knowing the No-match: Entity Alignment with Dangling Cases ACL 2021
VirFace: Enhancing Face Recognition via Unlabeled Shallow Data CVPR 2021
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules CVPR 2021
Self-Alignment Pretraining for Biomedical Entity Representations NAACL 2021
Proxy Graph Matching with Proximal Matching Networks AAAI 2021
Learning a Facial Expression Embedding Disentangled From Identity CVPR 2021
Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021
Deep Metric Learning with Self-Supervised Ranking AAAI 2021
Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching AAAI 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021
Image-to-Image Retrieval by Learning Similarity between Scene Graphs AAAI 2021
Efficient Statistical Tests: A Neural Tangent Kernel Approach ICML 2021
A Graph-based Relevance Matching Model for Ad-hoc Retrieval AAAI 2021
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims ACL 2021
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021
Improving KernelSHAP: Practical Shapley Value Estimation Using Linear Regression AISTATS 2021
Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021
Local Relation Learning for Face Forgery Detection AAAI 2021