metric learning

1189 papers

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Also known as

FTML UML MLKML ML SPD DML MNR

Co-occurring keywords

representation learning (6174) few-shot learning (3390) image retrieval (599) embedding learning (609) person re-identification (554) convolutional neural network (4216) contrastive learning (3979) triplet loss (192) feature embedding (312) feature learning (1309)

Papers

Temperature in Cosine-based Softmax Loss ICCV 2025

Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions ICCV 2025

Deep Disentangled Metric Learning AAAI 2025

SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages? EMNLP 2025

Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples IJCAI 2025

UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy SEMEVAL 2025

A Similarity Measure for Comparing Conversational Dynamics EMNLP 2025

UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy ACL 2025

Uncertainty-Guided Metric Learning without Labels WACV 2025

Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling AAAI 2025

JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba CVPR 2025

Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025

GT-Loc: Unifying When and Where in Images Through a Joint Embedding Space ICCV 2025

QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition AAAI 2025

UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification SEMEVAL 2025

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025

Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025

Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics EMNLP 2025

AstroLoc: Robust Space to Ground Image Localizer ICCV 2025

Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024

Glance To Count: Learning To Rank With Anchors for Weakly-Supervised Crowd Counting WACV 2024

Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024

MICS: Midpoint Interpolation To Learn Compact and Separated Representations for Few-Shot Class-Incremental Learning WACV 2024

Embedding Learning for Preference-based Speech Quality Assessment INTERSPEECH 2024

Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024