Metric Learning

Learning to Select Prototypical Parts for Interpretable Sequential Data Modeling AAAI 2023 Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning AAAI 2023 On the Stability and Generalization of Triplet Learning AAAI 2023 RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023 Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images ICLR 2023 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 Spatialization Quality Metric for Binaural Speech Interspeech 2023 Stop-Gradient Softmax Loss for Deep Metric Learning AAAI 2023 UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition NeurIPS 2023 Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity CVPR 2023 VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning IJCAI 2023 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022 It Takes Two to Tango: Mixup for Deep Metric Learning ICLR 2022 LASER: LAtent SpacE Rendering for 2D Visual Localization CVPR 2022 Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NeurIPS 2022 Relational Surrogate Loss Learning ICLR 2022 Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022 SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022