Popular GitHub Repositories for Unconditional

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

ACL'2023: DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

Torch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

[RA-L 2024] DriveSceneGen: Generating Diverse and Realistic Driving Scenarios from Scratch

Pytorch Reimplementation of DiffWave unconditional generation: a high quality waveform synthesizer.

Open source code for the paper 'Music Source Separation with Generative Flow'

Unlock the potential of latent diffusion models with MNIST! ? Dive into reconstructing and generating digits using cutting-edge techniques like Autoencoders with Channel Attention Blocks and DDPMs. Perfect for enthusiasts of computer vision, deep learning, and generative modeling! ??

diffusion model for unconditional image generation of Bored Apes

Experimental (working!) custom implementation of conditional and unconditional diffusion for testing new methods.

A python abstraction for unconditional generative adversarial network (GAN) training based on PyTorch.

A partial pytorch implementation of "Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models" for practice

Pytorch Implementation of Conditional + Unconditional Handwriting

Diffusion Models crash course with Pytorch from DeepLearningAI