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Metric Learning

2800 directly classified papers

Papers per year

Papers

Answering Narrative-Driven Recommendation Queries via a Retrieve–Rank Paradigm and the OCG-Agent EMNLP 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
Infinite-dimensional Mahalanobis Distance with Applications to Kernelized Novelty Detection JMLR 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data EMNLP 2025
MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025
CarGait: Cross-Attention based Re-ranking for Gait recognition ICCV 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
PoSum-Bench: Benchmarking Position Bias in LLM-based Conversational Summarization EMNLP 2025
ReTracker: Exploring Image Matching for Robust Online Any Point Tracking ICCV 2025
Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025
HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025
Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025
Dense Retrieval with Quantity Comparison Intent ACL 2025
Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization AAAI 2025
Hubness Change Point Detection AAAI 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025
UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification ACL 2025
Robust Point Matching with Distance Profiles JMLR 2025