← Core Methods
Machine Learning › Core Methods ›

Metric Learning

2800 directly classified papers

Papers per year

Papers

Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025
Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025
Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling AAAI 2025
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions ICCV 2025
Model Lineage Closeness Analysis AAAI 2025
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025
Riemann-based Multi-scale Attention Reasoning Network for Text-3D Retrieval AAAI 2025
MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025
ParZC: Parametric Zero-Cost Proxies for Efficient NAS AAAI 2025
Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025
Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025
Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025
MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025
Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025
DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations AAAI 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval AAAI 2025
(De)-regularized Maximum Mean Discrepancy Gradient Flow JMLR 2025
AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025