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Metric Learning

190 papers

Papers per year

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Papers

Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning AAAI 2023
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection AAAI 2023
Recognizability Embedding Enhancement for Very Low-Resolution Face Recognition and Quality Estimation CVPR 2023
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity CVPR 2023
Deep Hashing With Minimal-Distance-Separated Hash Centers CVPR 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
Spatialization Quality Metric for Binaural Speech INTERSPEECH 2023
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators NIPS 2022
Neighborhood-Adaptive Structure Augmented Metric Learning AAAI 2022
Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning 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
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022
LASER: LAtent SpacE Rendering for 2D Visual Localization CVPR 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NIPS 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NIPS 2021