ddpm
Datasets
All datasets matching “ddpm”ddpm-rl-finetuning-evals
Dataset Card for Eval Finetuning Diffusion Models with Reinforcement Learning
XYZ
ddpm-derm-synthetic-gallery
Versioned synthetic dermatofibroma gallery
This repository publishes the exact, pre-generated gallery used by the
educational HAM10000 portfolio demo. It is not medical data for diagnosis or
treatment and must not be presented as clinically validated imagery.
Published version
The repository root must contain this directory unchanged:
epoch0100_seed0/
_READY.json
metadata.json
synthetic_df.csv
images/
For low-latency container builds, the repository also… See the full description on the dataset page: https://huggingface.co/datasets/sfczaa/ddpm-derm-synthetic-gallery.DDPM-HI-CAMELS-LH
DDPM HI CAMELS LH arrays
This dataset repository contains the numpy arrays used to train and evaluate
the 2-parameter and 6-parameter conditional DDPM HI emulators published with
the companion model repositories.
Total uploaded size: approximately 7.33 GiB.
Layout
params_2/
train_LH.npy
val_LH.npy
test_LH.npy
train_labels_LH_2.npy
val_labels_LH_2.npy
test_labels_LH_2.npy
params_6/
train_LH_6.npy
val_LH_6.npy
test_LH_6.npy
train_labels_LH.npy… See the full description on the dataset page: https://huggingface.co/datasets/collins909/DDPM-HI-CAMELS-LH.ddpm-butterflies-128back-up-fast-ddpm
Fast-DDPM
Official PyTorch implementation of:
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation (JBHI 2025)
We propose Fast-DDPM, a simple yet effective approach that improves training speed, sampling speed, and generation quality of diffusion models simultaneously. Fast-DDPM trains and samples using only 10 time steps, reducing the training time to 0.2x and the sampling time to 0.01x compared to DDPM.
The code is only for research… See the full description on the dataset page: https://huggingface.co/datasets/emad2001/back-up-fast-ddpm.DDPM_BRAINS_PITUITARY