Popular GitHub Repositories for Latent Space

Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.

Implementation of ? Coconut, Chain of Continuous Thought, in Pytorch

Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

3DGANTex: 3D Face Reconstruction with StyleGAN3-based Texture Synthesis from Multi-View Images

Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"

Learning and controlling the source-filter representation of speech with a variational autoencoder

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

ComfyUI extension for advanced manipulation with latent

Variational Autoencoders implementation in Keras.

StableFused is a toy library for experimenting with Diffusion Models, inspired by various sources.

Exploring Representation-Aligned Latent Space for Better Generation

Code/supplement for the paper "Approaching an unknown communication system by latent space exploration and causal inference"

Modeling defocus blur with linearity constraints in the latent space

Diffusion Models crash course with Pytorch from DeepLearningAI

Project for the course "Deep Learning" - UniTS

Medical Image Latent Space Visualization Using VQ-VAE

Fine-tuning classifier NNs with Latent Cluster Correction

Variational Auto-Encoder of using Audio Sample Spectograms

Clustering sentences/text snippets by employing Sentence Embeddings (e.g., BERT, Universal Sentence Encoder etc) & various clustering algorithms like T-SNE, K-Means etc.