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Implement MeanTeacher Trainer #112

Merged
merged 22 commits into from
Mar 15, 2023
Merged

Implement MeanTeacher Trainer #112

merged 22 commits into from
Mar 15, 2023

Commits on Mar 11, 2023

  1. Implement MeanTeacher Trainer WIP

    @constantinpape
    constantinpape committed Mar 11, 2023
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  2. Merge branch 'main' of https://github.com/constantinpape/torch-em int… 

    …o self-training
    @constantinpape
    constantinpape committed Mar 11, 2023
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  3. Mean teacher is running (not properly tested, not serializable or des… 

    …erializable)
    @constantinpape
    constantinpape committed Mar 11, 2023
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  4. MeanTeacher semi-supervised training runs (not properly tested)

    @constantinpape
    constantinpape committed Mar 11, 2023
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  5. Update pseudo-labeling functionality

    @constantinpape
    constantinpape committed Mar 11, 2023
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  6. Start implementing self-trainign experiments

    @constantinpape
    constantinpape committed Mar 11, 2023
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  7. Update livecell source training

    @constantinpape
    constantinpape committed Mar 11, 2023
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  8. Livecell training updates

    @constantinpape
    constantinpape committed Mar 11, 2023
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  9. Fix issues in raw transforms

    @constantinpape
    constantinpape committed Mar 11, 2023
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  10. Fix several issues in self training

    @constantinpape
    constantinpape committed Mar 11, 2023
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  11. Update domain adaptation experiments

    @constantinpape
    constantinpape committed Mar 11, 2023
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  12. Minor fixes

    @constantinpape
    constantinpape committed Mar 11, 2023
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Commits on Mar 12, 2023

  1. Implement mean teacer training for livecell

    @constantinpape
    constantinpape committed Mar 12, 2023
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  2. Enable deserialization for mean teacher trainer

    @constantinpape
    constantinpape committed Mar 12, 2023
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  3. Simplify spoco trainer

    @constantinpape
    constantinpape committed Mar 12, 2023
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  4. Fix issue in mean teacher trainer

    @constantinpape
    constantinpape committed Mar 12, 2023
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Commits on Mar 13, 2023

  1. Implement unet source eval

    @constantinpape
    constantinpape committed Mar 13, 2023
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Commits on Mar 14, 2023

  1. Update livecell domain adaptation training

    @constantinpape
    constantinpape committed Mar 14, 2023
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  2. Enable self-training for 3d data

    @constantinpape
    constantinpape committed Mar 14, 2023
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  3. Enable pytorch 2

    @constantinpape
    constantinpape committed Mar 14, 2023
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Commits on Mar 15, 2023

  1. Bump python versions in CI and use pytorch 2 in the env files

    @constantinpape
    constantinpape committed Mar 15, 2023
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  2. Fix python version names in CI

    @constantinpape
    constantinpape committed Mar 15, 2023
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