papers_repo

The repository is my dissertation work during my PolyU MSc. Nothing special, just a personal record.

Directory structure

• ddpm : Denoising Diffusion Probabilistic Models
• diffusion_distillation : Progressive Distillation for Fast Sampling of Diffusion Models
• iddpm : Improved Denoising Diffusion Probabilistic Models
• lightning_project_template : A project template with lightning for deep learning project
• lvd : video diffusion model
• mmgeneration : environment configuration for mmgeneration on windows.
• my_iddpm : reproduce the Improved Denoising Diffusion Probabilistic Models from scratch
• pointflow : PointFlow
• simple_stable_diffusion : refactor the work of stable diffuison
• simple_video_diffusion : refactor the work of Video Diffusion Models
• simplify_diffusion_pc : reproduce the work of Diffusion Probabilistic Models for 3D Point Cloud Generation
• video_diffusion : video diffusion model implementation
• video_ds : Making a video dataset
• LICENSE : LICENSE
• README : README
• common_initializer.bat : conda environment initialize script in windows

clone the repos with submodule

git submodule init
git submodule update

or

git clone --recurse-submodules https://github.com/nicolgo/papers_repo.git