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Metric Learning

2800 directly classified papers

Papers per year

Papers

3D Cell Oversegmentation Correction via Geo-Wasserstein Divergence WACV 2026
Deepfake Detection that Generalizes Across Benchmarks WACV 2026
Hierarchical Dataset Selection for High-Quality Data Sharing AAAI 2026
Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026
PCSR: Pseudo-label Consistency-Guided Sample Refinement for Noisy Correspondence Learning AAAI 2026
Online Cross-Modal Hashing with Expanding Label Space AAAI 2026
Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026
Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026
Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026
Learnable Matrix Profile for Motif Discovery on Multivariate Time Series AAAI 2026
Region-Point Joint Representation for Effective Trajectory Similarity Learning AAAI 2026
Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026
Conceptual Cultural Index: A Metric for Cultural Specificity via Relative Generality EACL 2026
How DDAIR you? Disambiguated Data Augmentation for Intent Recognition EACL 2026
CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026
Incorporating Token Importance in Multi-Vector Retrieval AAAI 2026
Action-and-object Aware Alignment for Partially Relevant Video Retrieval AAAI 2026
Who Is a Better Matchmaker? Human vs. Algorithmic Judge Assignment in a High-Stakes Startup Competition AAAI 2026
Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026
Dense Retrieval with Quantity Comparison Intent ACL 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding SEMEVAL 2025
Uncertainty-Guided Metric Learning without Labels WACV 2025
Precedence-Constrained Winter Value for Effective Graph Data Valuation ICLR 2025
RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SEMEVAL 2025
Potential Field Based Deep Metric Learning CVPR 2025