Project-MONAI / GenerativeModels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Project-MONAI/GenerativeModels Issues

NoiseSchedules cosine seems wrong and lead to division by 0
Updated 19 days ago3
Consultation and Guidance Request on Gigapixel Whole Slide Image (WSI) Generation Techniques
Updated a month ago
Workaround for using models without Internetconnection
Closed a month ago1
Class conditioned diffusion
Updated a month ago4
Add Scalable Diffusion Models with Transformers
Updated a month ago
2D SPADE VAE tutorial not working on Windows
Closed a month ago1
Trouble with AutoencoderKL
Updated 2 months ago5
Add different downsampling methods to PatchGAN discriminator
Closed 2 months ago3
Non-quantised VQ-VAE LDM training needs modification of the inferer to be able to modify the quantised flag.
Closed 2 months ago
Bug: ControlNet inferer does not work well with conditioning
Closed 2 months ago
About sample size of DDPM
Closed 3 months ago1
I have a question about the prompt when generating a chest image.
Closed 3 months ago1
How can we use the LDM model of 'brain_image_synthesis_latent_diffusion_model' in unconditional manner?
Closed 3 months ago3
Potentially wrong treshholding in a tutorial
Closed 3 months ago5
Allow LDM model to train on non-quantized encoded outputs of the VQ-VAE
Closed 3 months ago
Enforce the zero terminal SNR to schedulers
Updated 3 months ago11
Brain Imaging Generation with Latent Diffusion Models - Brain volume measure
Updated 4 months ago
Step ratio in scheduler code
Closed 4 months ago2
Bug on inferer, when padding / cropping with intermediates = False
Closed 4 months ago
Plans to add new advanced models? like consistency models, latent consistency models
Closed 4 months ago1
I would like to generate images.
Closed 7 months ago1
Batchnorm for PatchDiscriminator running in DDP
Closed 5 months ago2
Question on input transform in `RadImageNetPerceptualSimilarity`
Closed 5 months ago4
DDIM reversed_step alpha_prod_t_next bug
Closed 6 months ago3
SpatialPad on the inferer when the to-pad shape is the same as the tensor
Closed 6 months ago
Fix ControlNet tutorial
Closed 6 months ago
Parameters that were not used in producing loss
Closed 6 months ago1
Update setup.py and pyproject.toml
Closed 6 months ago
Addition of SPADEAutoencoder case to ControlNet and normal LatentDiffusionInferer
Closed 6 months ago
Create a new LatentDiffusionInferer compatible with ControlNet
Closed 6 months ago
Image-to-image translation tutorial does segmentation?
Closed 7 months ago4
Conditioning mode variable name
Closed 7 months ago6
Allow for dropout on cross-attention blocks of diffusion model
Closed 7 months ago
AttributeError: module 'monai.transforms' has no attribute 'AddChanneld'
Closed 7 months ago6
Fix SPADE classes name
Closed 7 months ago
monai.transforms.AddChanneld is deprecated
Closed 7 months ago1
question: 2d_vqvae_tutorial.ipynb
Closed 7 months ago1
Crop and pad in LatentDiffusionInferer
Closed 7 months ago
Got wrong parameter dimensions when runing bundle models in model-zoo
Closed 7 months ago4
training time
Updated 8 months ago1
Runtime error while running 3d_ldm_tutorial.py
Closed 8 months ago3
Question about DiffusionModel last layer zero_module
Closed 9 months ago2
Move KLDLoss into the spade network
Closed 10 months ago1
Update tutorials that use concat-based conditioning
Updated 10 months ago
Possible Improvements for Current Repository
Closed 10 months ago6
loss function issues
Closed a year ago3
Stage 2 VQ-GAN Tutorial - Transformer training next-token prediction
Closed a year ago3
why my loss function in diffusion Model doesnt get improved?
Closed a year ago7
Brain Image Generation DDIM Scheduler Instantiation Error
Closed a year ago2
Enable Torchvision resnet50 on PerceptualLoss
Closed a year ago