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data-efficient-gans mit-han-lab

176

1.3k

bsd-2-clause

18

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

gans pytorch tensorflow neurips-2020 data-efficient image-generation generative-adversarial-network

Created 2020-06-15

97 commits to master branch, last one 4 months ago

CLAM mahmoodlab

379

1.2k

gpl-3.0

22

Open source tools for computational pathology - Nature BME

clam pathology tcga-data camelyon16 camelyon17 mahmoodlab deep-learning data-efficient histopathology digital-pathology whole-slide-imaging bioimage-informatics quantitative-pathology computational-pathology weakly-supervised-learning

Created 2020-04-01

121 commits to master branch, last one about a month ago

lecam-gan google

16

165

apache-2.0

10

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

gan cvpr2021 data-efficient image-generation

Created 2021-03-19

8 commits to master branch, last one 3 years ago

tcga_segmentation MarvinLer

34

129

agpl-3.0

2

Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024

wsi tcga miccai pathology tcga-data segmentation data-efficient histopathology medical-imaging image-segmentation tumor-segmentation whole-slide-imaging computational-pathology slide-image-segmentation multiple-instance-learning weakly-supervised-learning

Created 2020-04-07

36 commits to master branch, last one 3 years ago

Ultra-Data-Efficient-GAN-Training VITA-Group

9

84

mit

16

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

gan augmentation data-efficient lottery-ticket-hypothesis data-efficient-gan-training generative-adversarial-network

Created 2021-02-25

5 commits to main branch, last one 3 years ago

AdaBoost_Seg layumi

3

47

unknown

3

TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? :woman_shrugging: Why not ! :ok_woman:

tip gta5 adaboost adapative cityscapes data-sampling data-efficient domainadaptation domain-adaptation

Created 2020-10-24

314 commits to master branch, last one about a year ago

RAP zjunlp

3

42

mit

6

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

Created 2022-10-13

13 commits to main branch, last one about a year ago