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Metric Learning

2800 directly classified papers

Papers per year

Papers

GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection CVPR 2025
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025
FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching CVPR 2025
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation NAACL 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Few-shot Personalized Scanpath Prediction CVPR 2025
DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
Breaking the Frame: Visual Place Recognition by Overlap Prediction WACV 2025
FlashMix: Fast Map-Free LiDAR Localization via Feature Mixing and Contrastive-Constrained Accelerated Training WACV 2025
TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm WACV 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025
Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025
Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025
Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings ICCV 2025
PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025
UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy SEMEVAL 2025
nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings ACL 2025
Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching ACL 2025