Masker Next Ideas - Githubissues

cc-ai / kdb

AI can help Visualizing the Impacts of Climate Change. This is an open forum to share our work

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Open 51N84D opened 4 years ago

51N84D commented 4 years ago

A list of short-term ideas to try for improving the masker:

[ ] Implement shared DA discriminator operating on mask + latent vector -- Sun
[ ] Use segmentation as target for real data (use intersection of mask + segmentation)
[ ] Condition masker on segmentation information -- Méli
[ ] Depth estimation as an auxiliary task --Méli
[ ] Segmentation as an auxiliary task
[ ] Discriminative approach rather than generative approach -- Sun

vict0rsch commented 4 years ago

we should wait until we discuss SSL before implementing auxilliary tasks