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64

297

other

9

Non-negative Positive-Unlabeled (nnPU) and unbiased Positive-Unlabeled (uPU) learning reproductive code on MNIST and CIFAR10

mnist chainer cifar10 pu-learning nnpu-learning

Created 2017-04-04

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

Self-PU VITA-Group

12

67

mit

16

[ICML2020] "Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training" by Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang

pytorch pu-learning

Created 2020-06-10

38 commits to master branch, last one 3 years ago

PU_learning acmi-lab

4

43

apache-2.0

3

Code and results accompanying our paper titled Mixture Proportion Estimation and PU Learning: A Modern Approach at Neurips 2021 (Spotlight)

pytorch pu-learning deep-learning machine-learning domain-adaptation unsupervised-learning

Created 2021-10-24

28 commits to main branch, last one 8 months ago

ShapePU BWGZK

2

35

unknown

1

[MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation

pu-learning shape-priors scribble-segmentation medical-image-segmentation weakly-supervised-learning

Created 2022-06-04

34 commits to main branch, last one 2 years ago