About Enlightening
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[] See if the process of short exposure image is apporxiable by adding gaussian noise
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[] See if a model can be used to formulate the image darken to generate more data
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[] See if we can use diffusion forward to approx. a darken image generation
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[] See if we can retrain a VAE to accept RAW
About LDM
- [] Add a shortcut to UNet part and see if the information is more deterministic
LDM progress
| Work | Progress | |||
|---|---|---|---|---|
| Understand DDPM Math background | [x] | |||
| Understand Classification and Classifier Free Method | [x] | |||
| Understand VQ-VAE and VQ-GAN | ||||
| Understand LDM | ||||
| Modify LDM VAE part |
About Action Spotting
- [] See if we can use ActionFormer to plug in SoccerNet dataset
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Review: High-Resolution Image Synthesis with Latent Diffusion Models (LDM) -
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Code Review: Denoising Diffusion Probabilistic Models (DDPM)
