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Metric Learning

190 directly classified papers

Papers per year

Papers

Multi-level Distance Regularization for Deep Metric Learning AAAI 2021
Back to the Feature: Learning Robust Camera Localization From Pixels To Pose CVPR 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification CVPR 2021
Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection CVPR 2021
Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021
Video Object Segmentation Using Global and Instance Embedding Learning CVPR 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NIPS 2021
Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment CVPR 2021
LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NIPS 2021
Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021
Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021
From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021
Boosting Standard Classification Architectures Through a Ranking Regularizer WACV 2020
Video Person Re-ID: Fantastic Techniques and Where to Find Them (Student Abstract) AAAI 2020
Discriminative and Robust Online Learning for Siamese Visual Tracking AAAI 2020
Character aware models with similarity learning for metaphor detection ACL 2020
Single Camera Training for Person Re-Identification AAAI 2020
Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network AAAI 2020
Symmetrical Synthesis for Deep Metric Learning AAAI 2020
Look One and More: Distilling Hybrid Order Relational Knowledge for Cross-Resolution Image Recognition AAAI 2020
Channel Interaction Networks for Fine-Grained Image Categorization AAAI 2020
Universal Weighting Metric Learning for Cross-Modal Matching CVPR 2020