deep-metric-learning topic
FastAP-metric-learning
Code for CVPR 2019 paper "Deep Metric Learning to Rank"
Ranked-List-Loss-for-DML
CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
DREML
PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)
DIML
[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching
ICCV2019_MIC
(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.
SphericalEmbedding
official pytorch implementation of "Deep Metric Learning with Spherical Embedding", NeurIPS 2020
metric_learning
Metric Learning (npair loss & angular loss) on mnist and Visualizing by t_SNE
GeDML
Generalized Deep Metric Learning.
robdml
Enhancing Adversarial Robustness for Deep Metric Learning, CVPR, 2022
robrank
Adversarial Attack and Defense in Deep Ranking, T-PAMI, 2024