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

Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning ICCV 2023
Cross-Image-Attention for Conditional Embeddings in Deep Metric Learning CVPR 2023
Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning (Student Abstract) AAAI 2023
Dissecting Deep Metric Learning Losses for Image-Text Retrieval WACV 2023
HSE: Hybrid Species Embedding for Deep Metric Learning ICCV 2023
Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval EMNLP 2023
Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals MLHC 2023
Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023
AdaMS: Deep Metric Learning with Adaptive Margin and Adaptive Scale for Acoustic Word Discrimination INTERSPEECH 2023
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023
Advancing Deep Metric Learning With Adversarial Robustness ACML 2023
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022
Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022
Multi-Head Deep Metric Learning Using Global and Local Representations WACV 2022
SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022
Variational Continual Proxy-Anchor for Deep Metric Learning AISTATS 2022
Debugging and Explaining Metric Learning Approaches: An Influence Function Based Perspective NIPS 2022
Deep Causal Metric Learning ICML 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory AAAI 2022
Enhancing Adversarial Robustness for Deep Metric Learning CVPR 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022