Metric Learning

SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022 Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021 Back to the Feature: Learning Robust Camera Localization From Pixels To Pose CVPR 2021 Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NeurIPS 2021 Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021 Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021 Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021 From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021 Graph Attention Tracking CVPR 2021 Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021 Hierarchical Semantic Segmentation using Psychometric Learning ACML 2021 LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes NeurIPS 2021 MagFace: A Universal Representation for Face Recognition and Quality Assessment CVPR 2021 Metric Learning for comparison of HMMs using Graph Neural Networks ACML 2021 Multi-level Distance Regularization for Deep Metric Learning AAAI 2021 Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection CVPR 2021 PhD Learning: Learning With Pompeiu-Hausdorff Distances for Video-Based Vehicle Re-Identification CVPR 2021 Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021 Rotation Equivariant Siamese Networks for Tracking CVPR 2021 Video Object Segmentation Using Global and Instance Embedding Learning CVPR 2021 Boosting Standard Classification Architectures Through a Ranking Regularizer WACV 2020 Central Similarity Quantization for Efficient Image and Video Retrieval CVPR 2020 Channel Interaction Networks for Fine-Grained Image Categorization AAAI 2020 Character aware models with similarity learning for metaphor detection ACL 2020 Cross-Batch Memory for Embedding Learning CVPR 2020