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Metric Learning

2800 directly classified papers

Papers per year

Papers

CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026
Rethinking Metrics for Lexical Semantic Change Detection EACL 2026
Conceptual Cultural Index: A Metric for Cultural Specificity via Relative Generality EACL 2026
Dual-Geometry Graph Network: Unifying Local and Global Priors for Few-Shot Learning AAAI 2026
RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026
Noisy Correspondence Learning with Modality Gap Direction Correction AAAI 2026
RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026
Seeing and Knowing in the Wild: Open-domain Visual Entity Recognition with Large-scale Knowledge Graphs via Contrastive Learning AAAI 2026
Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026
Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026
CAFU: Constrained Alignment and Filtered Uniformity for Denoising Recommendation AAAI 2026
Online Cross-Modal Hashing with Expanding Label Space AAAI 2026
ENHash: Error Notebook-Guided Fine-Grained Learning for Unsupervised Cross-Modal Hashing AAAI 2026
Prototype-Based Semantic Consistency Alignment for Domain Adaptive Retrieval AAAI 2026
Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026
Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces AAAI 2026
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026
Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization AAAI 2026
Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026
Class Distillation with Mahalanobis Contrast: An Efficient Training Paradigm for Pragmatic Language Understanding Tasks ACL 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025
PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025
Synchronization of Multiple Videos ICCV 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025