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Metric Learning

190 directly classified papers

Papers per year

Papers

Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025
Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification CVPR 2025
Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning AAAI 2025
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
LoS: Local Structure-Guided Stereo Matching CVPR 2024
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
Understanding Hyperbolic Metric Learning Through Hard Negative Sampling WACV 2024
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection AAAI 2024
Differentiable Auxiliary Learning for Sketch Re-Identification AAAI 2024
Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation CVPR 2023
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection AAAI 2023
Flexible 3D Lane Detection by Hierarchical Shape Matching AAAI 2023
Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning AAAI 2023
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity CVPR 2023
Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023
Contrastive Attention Networks for Attribution of Early Modern Print AAAI 2023
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023