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

Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation IJCAI 2020
Optimal Feature Transport for Cross-View Image Geo-Localization AAAI 2020
Few-Shot Video Classification via Temporal Alignment CVPR 2020
Compressed Self-Attention for Deep Metric Learning AAAI 2020
Deep Divergence Learning ICML 2020
Symmetrical Synthesis for Deep Metric Learning AAAI 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning WACV 2020
End-to-End Illuminant Estimation Based on Deep Metric Learning CVPR 2020
Moving in the Right Direction: A Regularization for Deep Metric Learning CVPR 2020
Proxy Anchor Loss for Deep Metric Learning CVPR 2020
Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Deep Metric Learning with Spherical Embedding NIPS 2020
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies NIPS 2020
Improved Embeddings with Easy Positive Triplet Mining WACV 2020
Cross-Batch Memory for Embedding Learning CVPR 2020
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Ranked List Loss for Deep Metric Learning CVPR 2019
Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019
Hardness-Aware Deep Metric Learning CVPR 2019
Deep Metric Learning by Online Soft Mining and Class-Aware Attention AAAI 2019
Learning With Batch-Wise Optimal Transport Loss for 3D Shape Recognition CVPR 2019
On Learning Density Aware Embeddings CVPR 2019
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning EMNLP 2019
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning CVPR 2019