latent-space

PyTorch Implementation of Make-An-Audio (ICML'23) with a Text-to-Audio Generative Model

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

Latent web browser

Official PyTorch implementation of the paper: Flow Matching in Latent Space

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)

Autoencoders in Keras

A deep learning architecture for robust inference and accurate prediction of cellular dynamics

Buckle up, adventure in the styleGAN2-ada-pytorch network latent space awaits

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

[CVPR 2021] Smoothing the Disentangled Latent Style Space for Unsupervised I2I Translation

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Code implementation of the detection network capable of dealing with many overlapping spline bodies.

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

Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"

LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy

This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.