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Metric Learning

2800 directly classified papers

Papers per year

Papers

m-Networks: Adapting the Triplet Networks for Acronym Disambiguation NAACL 2022
Structuring Representations Using Group Invariants NIPS 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022
Template based Graph Neural Network with Optimal Transport Distances NIPS 2022
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion NIPS 2022
Metaphor Detection via Linguistics Enhanced Siamese Network COLING 2022
Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022
Non-parametric Online Learning from Human Feedback for Neural Machine Translation AAAI 2022
Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022
An End-to-End Macaque Voiceprint Verification Method Based on Channel Fusion Mechanism INTERSPEECH 2022
Long Range Graph Benchmark NIPS 2022
Generalization and Robustness Implications in Object-Centric Learning ICML 2022
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation WACV 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022
Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022
Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
Evaluating Graph Generative Models with Contrastively Learned Features NIPS 2022
dialectR: Doing Dialectometry in R COLING 2022
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve NIPS 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders COLING 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks NIPS 2022