← Core Methods
Machine Learning › Core Methods ›

Metric Learning

2800 directly classified papers

Papers per year

Papers

Hyperbolic Space with Hierarchical Margin Boosts Fine-Grained Learning from Coarse Labels NIPS 2023
A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis INTERSPEECH 2023
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions NIPS 2023
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection INTERSPEECH 2023
Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text INTERSPEECH 2023
Quantifying Character Similarity with Vision Transformers EMNLP 2023
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization ICML 2023
A Unifying Formal Approach to Importance Values in Boolean Functions IJCAI 2023
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
Label Specific Multi-Semantics Metric Learning for Multi-Label Classification: Global Consideration Helps IJCAI 2023
Why do Nearest Neighbor Language Models Work? ICML 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search ICCV 2023
Appearance Prompt Vision Transformer for Connectome Reconstruction IJCAI 2023
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking CVPR 2023
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023
A linear time approximation of Wasserstein distance with word embedding selection EMNLP 2023
Sequential Kernelized Independence Testing ICML 2023
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-Shot Learning With Hyperspherical Embeddings CVPR 2023
Large-scale similarity search with Optimal Transport EMNLP 2023
Clustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix EMNLP 2023
Rethinking Negative Pairs in Code Search EMNLP 2023
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning EMNLP 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval ICCV 2023
MEE4 and XLsim : IIIT HYD’s Submissions’ for WMT23 Metrics Shared Task EMNLP 2023