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Confusezius
Revisiting_Deep_Metric_Learning_PyTorch Confusezius
50
341
mit
8
(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 re...
wandb cars196 icml2020 cub200-2011 deep-learning image-retrieval metric-learning deep-metric-learning stanford-online-products
Created 2020-05-09
34 commits to master branch, last one 3 years ago
lvyilin
pytorch-fgvc-dataset lvyilin
24
150
mit
4
PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017
nabirds datasets cub200-2011 inaturalist fgvc-aircraft stanford-cars stanford-dogs tiny-imagenet pytorch-fgvc-dataset
Created 2020-04-09
6 commits to master branch, last one 4 years ago
clovaai
embedding-expansion clovaai
9
76
mit
6
Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)
mxnet cars196 cvpr2020 synthesis cub200-2011 deep-learning image-retrieval metric-learning image-clustering stanford-online-products
Created 2020-03-09
8 commits to master branch, last one 3 years ago
clovaai
symmetrical-synthesis clovaai
12
71
mit
8
Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)
cars196 aaai2020 synthesis tensorflow cub200-2011 deep-learning image-retrieval metric-learning image-clustering stanford-online-products
Created 2020-02-05
12 commits to master branch, last one 3 years ago
AsafShul
PoDD AsafShul
2
37
unknown
3
Official PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.
bptt cifar10 cifar100 compression cub200-2011 deep-learning tiny-imagenet computer-vision machine-learning dataset-distillation
Created 2024-03-11
4 commits to main branch, last one 5 months ago