Things to try on CAL - Githubissues

Sebi1128 / DAL_CS

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Things to try on CAL #10

Open guneytombak opened 2 years ago

guneytombak commented 2 years ago

Change number of neighbors (50 or 3) Change distance metric (l2 or symmetric kl) Use the index instead of probability (~KNN) Inverse the counting (might work or might worsen)

AronDiSc commented 2 years ago

[ ] resolve initialization issue @guneytombak
[ ] different population size (e.g. 1%, 2%, 3%) @guneytombak
[ ] l2 distance @guneytombak
[ ] Pretrained VAE for MNIST, fashion MNIST (CIFAR100) @AronDiSc
[ ] Dataloader MNIST, fashion MNIST @remo48
[x] Low dimensional representation -> plot / visualization https://scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html @Sebi1128 => Until Friday 31/12/21