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Search results for pytorch deep metric learning
deep-metric-learning
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pytorch
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20 search results found
Pytorch Metric Learning
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5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
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
Pytorch Image Retrieval
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147
A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 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.
Proxygml
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37
Official PyTorch Implementation of ProxyGML Loss for Deep Metric Learning, NeurIPS 2020 (spotlight)
Cvpr2020_pads
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36
Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)
Labelrelaxation Cvpr21
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27
Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
Deep Metric Learning Tsinghua Dogs
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22
Dogs classification with Deep Metric Learning
Proxy Synthesis
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20
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
Human Motion Analysis With Deep Metric Learning
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20
pytorch implement of this paper: https://arxiv.org/abs/1807.11176
Pytorch Hdml
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20
Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch
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
Characterizing_generalization_in_deepmetriclearning
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11
Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.
Aaai2021_mdr
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10
Official Code of AAAI 2021 Paper "Multi-level Distance Regularization for Deep Metric Learning"
Pytorch Softtriple
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6
SoftTriple (ICCV2019) in pytorch
Dmtnet Crch
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6
Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]
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