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gaozhihan

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PreDiff
[NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"

Python · 159 stars

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How to obtain SSIM, CRPS, and FVD? Open

enhancement

gaozhihan/PreDiff#7 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
The latent channel (4,16,16) in paper is not same with that in the code (64,16,16) Open

question

gaozhihan/PreDiff#8 · 4 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
tested Prediff Open

question

gaozhihan/PreDiff#9 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Training Time of Prediff Open

good first issue question

gaozhihan/PreDiff#12 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Where is the Knowledge Alignment Network for the Energy Conservation? Open

enhancement

gaozhihan/PreDiff#14 · 7 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
gradient value is very small in energy constraints situation Open

question

gaozhihan/PreDiff#15 · 4 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Question about the design of shifted predicted mean Open

question

gaozhihan/PreDiff#16 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
When would you consider releasing the code in terms of energy conservation? Open

enhancement

gaozhihan/PreDiff#17 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Unable to download pretrained weights Open

bug

gaozhihan/PreDiff#20 · 8 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Processing of four-dimensional data Open

question

gaozhihan/PreDiff#22 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Setting global vector to some values Open

question

gaozhihan/PreDiff#23 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
"RuntimeError: Tensors must be CUDA and dense" when i run train_vae_sevirlr.py for train Open

bug

gaozhihan/PreDiff#24 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
About Using Other Datasets for Training Open

question

gaozhihan/PreDiff#26 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
About the knowledge control model Open

question

gaozhihan/PreDiff#30 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
The model performance is greatly affected by long-tailed dataset Open

question

gaozhihan/PreDiff#31 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Timing to call .zero_grad() Open

bug

gaozhihan/PreDiff#32 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
How much time will it take to train the model on a single A100?(The dataset size is 800*800, but we will shrink it to 200*200) Open

good first issue question

gaozhihan/PreDiff#34 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
请问prediff论文中sevirlr所得到的评估指标是使用的哪些数据？能否提供数据id？ Open

gaozhihan/PreDiff#35 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Can everyone share the author's pre trained model? Open

gaozhihan/PreDiff#37 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Question about the inference of PreDiff when using KnowledgeAlignment Open

gaozhihan/PreDiff#39 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
LDM generate full of Noise Open

question

gaozhihan/PreDiff#40 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
[Request] Pretrained model OneDrive links expired (404) — please re-upload Open

gaozhihan/PreDiff#43 · 2 comments · 3 reactions · 0 assignees · Indexed Sep 16, 2026
Seeking help: How to improve the efficiency of the training process? Open

gaozhihan/PreDiff#44 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Pretrained model files 404 Open

gaozhihan/PreDiff#46 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Rainfall intensities Open

gaozhihan/PreDiff#47 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

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