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Metric Learning

2800 directly classified papers

Papers per year

Papers

Enhancing Noise Resilience in Face Clustering via Sparse Differential Transformer AAAI 2026

Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026

Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026

MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity AAAI 2026

Learnable Matrix Profile for Motif Discovery on Multivariate Time Series AAAI 2026

Matching Semantically Similar Non-Identical Objects WACV 2026

NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026

A Dataset and Framework for Learning State-invariant Object Representations WACV 2026

MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026

Improving Animal Pose Estimation through Species Similarity Measures and Rigorous Label Definition WACV 2026

DOTGraph: CLIP-Driven Feature Disentanglement and Optimal Transport based Graph Learning for Few-Shot Segmentation WACV 2026

Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection WACV 2026

FCC: Fully Connected Correlation for One-Shot Segmentation WACV 2026

MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification WACV 2026

Intraoperative 2D/3D Registration via Spherical Similarity Learning and Differentiable Levenberg-Marquardt Optimization WACV 2026

Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026

MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026

Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026

Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026

Ranking Human and LLM Texts Using Locality Statistics EACL 2026

Rethinking Metrics for Lexical Semantic Change Detection EACL 2026

Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026

Dual-Geometry Graph Network: Unifying Local and Global Priors for Few-Shot Learning AAAI 2026

Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening AAAI 2026

UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026