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Metric Learning

2800 directly classified papers

Papers per year

Papers

Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022
GateNLP-UShef at SemEval-2022 Task 8: Entity-Enriched Siamese Transformer for Multilingual News Article Similarity NAACL 2022
Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration NAACL 2022
Naming the Most Anomalous Cluster in Hilbert Space for Structures with Attribute Information AAAI 2022
Towards Better Characterization of Paraphrases ACL 2022
Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022
Ownership Concentration and Wealth Inequality in Russia IJCAI 2022
sunny-as2: Enhancing SUNNY for Algorithm Selection (Extended Abstract) IJCAI 2022
Contrastive Multi-view Hyperbolic Hierarchical Clustering IJCAI 2022
Nikkei at SemEval-2022 Task 8: Exploring BERT-based Bi-Encoder Approach for Pairwise Multilingual News Article Similarity SEMEVAL 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm Detection SEMEVAL 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation IJCAI 2022
Structuring Representations Using Group Invariants NIPS 2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation IJCAI 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? AISTATS 2022
Explaining Preferences with Shapley Values NIPS 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Deep speaker embedding with frame-constrained training strategy for speaker verification INTERSPEECH 2022
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood ICML 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022
Faster Algorithms for Learning Convex Functions ICML 2022
Re-evaluating Word Mover’s Distance ICML 2022
Deep Causal Metric Learning ICML 2022