deep-metric-learning topic

List deep-metric-learning repositories

FastAP-metric-learning

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Code for CVPR 2019 paper "Deep Metric Learning to Rank"

Ranked-List-Loss-for-DML

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8
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CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

DREML

67
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14
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PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

DIML

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8
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[ICCV 2021] Towards Interpretable Deep Metric Learning with Structural Matching

ICCV2019_MIC

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(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

39
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7
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official pytorch implementation of "Deep Metric Learning with Spherical Embedding", NeurIPS 2020

metric_learning

35
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8
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Metric Learning (npair loss & angular loss) on mnist and Visualizing by t_SNE

robdml

19
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Enhancing Adversarial Robustness for Deep Metric Learning, CVPR, 2022

robrank

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Adversarial Attack and Defense in Deep Ranking, T-PAMI, 2024