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Search results for metrics deep metric learning
deep-metric-learning
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metrics
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1 search results found
Deep_metric
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683
Deep Metric Learning
Deep Metric Learning Baselines
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330
PyTorch Implementation for Deep Metric Learning Pipelines
Proxy Anchor Cvpr2020
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259
Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
Revisiting_deep_metric_learning_pytorch
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217
(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
Ndvr Dml
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113
Authors official Tensorflow implementation of the "Near-Duplicate Video Retrieval with Deep Metric Learning" [ICCVW 2017]
Fastap Metric Learning
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85
Code for CVPR 2019 paper "Deep Metric Learning to Rank"
Dreml
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66
PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)
Iccv2019_mic
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59
(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.
Deepembeding
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54
图像检索和向量搜索,similarity learning,compare deep metric and deep-hashing applying in image retrieval
Ranked List Loss For Dml
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41
CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission
Proxygml
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37
Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)
Tf Metric Learning
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28
Minimalistic TensorFlow2+ deep metric/similarity learning library with loss functions, miners, and utils as embedding projector.
Eccv2020_diva_multifeature_dml
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26
(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.
Pytorch Hdml
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20
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
Sphericalembedding
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16
official pytorch implementation of "Deep Metric Learning with Spherical Embedding", NeurIPS 2020
Online Soft Mining And Class Aware Attention Pytorch
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15
(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)
S2sd
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14
Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
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