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Current OmniGAN tasks #140

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5 tasks
51N84D opened this issue Jul 22, 2020 · 1 comment
Open
5 tasks

Current OmniGAN tasks #140

51N84D opened this issue Jul 22, 2020 · 1 comment
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@vict0rsch @sashavor @melisandeteng @tianyu-z @alexrey88
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@51N84D
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51N84D commented Jul 22, 2020 •
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  • Hyperparameters optimization for masker and painter respectively

  • Try adding WD data (keep Unity as well)

  • Learning rate decaying

  • Curate and add new flood data for painter

  • (Optional) Try ADVENT V2 i.e. intra-domain adaptation
@tianyu-z
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tianyu-z commented Aug 10, 2020 •
edited by 51N84D
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updated on Aug 10, 2020
What's Next:

  • Multi-level Painter

  • Load params from different checkpoints (Different heads converge with different speed)

  • HRNet head in Masker? (I remember someone has done a lot of research on this.)

  • Other suggestions from the Jury?

  • A little suggestion here: GPT-3 API can be applied here. I guess we maybe we can use it as a Question Answering robot on our website?

@51N84D 51N84D closed this as completed Aug 17, 2020
@51N84D 51N84D reopened this Aug 17, 2020
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@vict0rsch vict0rsch

@sashavor sashavor

@melisandeteng melisandeteng

@tianyu-z tianyu-z

@alexrey88 alexrey88

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@vict0rsch @sashavor @51N84D @melisandeteng @tianyu-z @alexrey88