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Metric Learning

190 papers

Papers per year

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Papers

AQUAFace: Age-Invariant Quality Adaptive Face Recognition for Unconstrained Selfie vs ID Verification AAAI 2025
Noisy Correspondence Rectification via Asymmetric Similarity Learning 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
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 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
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking AAAI 2024
Target Focused Shallow Transformer Framework for Efficient Visual Tracking AAAI 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
LoS: Local Structure-Guided Stereo Matching CVPR 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024
Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024
Understanding Hyperbolic Metric Learning Through Hard Negative Sampling WACV 2024
UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition NIPS 2023
Flexible 3D Lane Detection by Hierarchical Shape Matching AAAI 2023
Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023
A Benchmark and Asymmetrical-Similarity Learning for Practical Image Copy Detection AAAI 2023
Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023
Contrastive Attention Networks for Attribution of Early Modern Print AAAI 2023
Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling AAAI 2023
On the Stability and Generalization of Triplet Learning AAAI 2023