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Metric Learning

2800 directly classified papers

Papers per year

Papers

Personalized Keyword Spotting through Multi-task Learning INTERSPEECH 2022
McPhraSy: Multi-Context Phrase Similarity and Clustering EMNLP 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity SEMEVAL 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction ACL 2022
Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
Sublinear Time Approximation of Text Similarity Matrices AAAI 2022
Lexical Entailment with Hierarchy Representations by Deep Metric Learning EMNLP 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction EMNLP 2022
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings INTERSPEECH 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? INTERSPEECH 2022
GREED: A Neural Framework for Learning Graph Distance Functions NIPS 2022
Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval NIPS 2022
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NIPS 2022
Codenames as a Game of Co-occurrence Counting ACL 2022
Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models ACL 2022
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022
JBNU-CCLab at SemEval-2022 Task 12: Machine Reading Comprehension and Span Pair Classification for Linking Mathematical Symbols to Their Descriptions NAACL 2022
Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges IJCAI 2022
MINER: Multi-Interest Matching Network for News Recommendation ACL 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs AISTATS 2022
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks ACL 2022
Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification CVPR 2022
Towards Automatic Short Answer Assessment for Finnish as a Paraphrase Retrieval Task NAACL 2022
Learning to Rank Visual Stories From Human Ranking Data ACL 2022