metric learning

1189 papers

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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

Conceptual Cultural Index: A Metric for Cultural Specificity via Relative Generality EACL 2026

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

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

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

ENHash: Error Notebook-Guided Fine-Grained Learning for Unsupervised Cross-Modal Hashing AAAI 2026

New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract) AAAI 2026

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

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

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

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

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

Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification AAAI 2026

Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026

Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026

Matching Semantically Similar Non-Identical Objects 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

Deepfake Detection that Generalizes Across Benchmarks WACV 2026

ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026

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

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

MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction WACV 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

Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026