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

LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026

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

ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026

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

CAST: Evaluating Multi-Object Trackers with Context-Aware Switch and Transfer Scores WACV 2026

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

Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025

Droid: A Resource Suite for AI-Generated Code Detection EMNLP 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

FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025

Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification CVPR 2025

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

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

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025

Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025

Deep Disentangled Metric Learning AAAI 2025

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

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025

GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025

TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025

Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric Dimensionality Reduction and Embedding CVPR 2025

Few-shot Personalized Scanpath Prediction CVPR 2025

Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025

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