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Metric Learning

2800 directly classified papers

Papers per year

Papers

CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions SEMEVAL 2025
Difficulty Estimation in Natural Language Tasks with Action Scores NAACL 2025
Hubness Change Point Detection AAAI 2025
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching CVPR 2025
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining ACL 2025
Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing CVPR 2025
DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025
Biological Sequence Kernels with Guaranteed Flexibility JMLR 2025
(De)-regularized Maximum Mean Discrepancy Gradient Flow JMLR 2025
Implicit Relative Labeling-Importance Aware Multi-Label Metric Learning AAAI 2025
Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning AAAI 2025
Meaningful Pose-Based Sign Language Evaluation EMNLP 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025
Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025
OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025
Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025
Droid: A Resource Suite for AI-Generated Code Detection EMNLP 2025
D.Va: Validate Your Demonstration First Before You Use It ACL 2025
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition ACL 2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025