conftrace_

deep metric learning

123 papers

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Also known as

DML

Co-occurring keywords

metric learning (1190) embedding learning (609) image retrieval (600) embedding space (298) representation learning (6206) feature embedding (312) triplet loss (192) contrastive learning (4032) hard negative mining (83) distance metric (84)

Papers

Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022
Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
Deep Metric Learning with Self-Supervised Ranking AAAI 2021
Learning Intra-Batch Connections for Deep Metric Learning ICML 2021
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning ICML 2021
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning AAAI 2021
Deep Compositional Metric Learning CVPR 2021
Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection CVPR 2021
Do Different Deep Metric Learning Losses Lead to Similar Learned Features? ICCV 2021
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning ICCV 2021
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning CVPR 2021
Learning With Memory-Based Virtual Classes for Deep Metric Learning ICCV 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
Facial Expression Recognition in the Wild via Deep Attentive Center Loss WACV 2021
Multi-level Distance Regularization for Deep Metric Learning AAAI 2021
Hierarchical Semantic Segmentation using Psychometric Learning ACML 2021
Deep Metric Learning for Open World Semantic Segmentation ICCV 2021
Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ICCV 2021
Compositional Learning of Image-Text Query for Image Retrieval WACV 2021
Deep Metric Learning with Graph Consistency AAAI 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NIPS 2021
Dysarthric Speech Recognition Based on Deep Metric Learning INTERSPEECH 2020
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning CVPR 2020
Beyond Labels: Knowledge Elicitation using Deep Metric Learning and Psychometric Testing IJCAI 2020