latent-space

There are 2 repositories under latent-space topic.

Text-to-Audio / Make-An-Audio
PyTorch Implementation of Make-An-Audio (ICML'23) with a Text-to-Audio Generative Model
diffusion-models latent-diffusion latent-space text-to-audio video-to-audio
Language:Python 753
inbarhub / DDPM_inversion
Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.
ddpm editing generative-model inversion latent-space text-guided-image-editing text-guided-image-manipulation
Language:Python 284
jbilcke / latent-browser
Latent web browser
code-generation gpt-3 latent-space ai dalle2 openai prompt-engineering tauri latent-browser latent-web
Language:TypeScript 265
VinAIResearch / LFM
Official PyTorch implementation of the paper: Flow Matching in Latent Space
conditional-normalizing-flows diffusion-models flow-matching generative-models latent-space vision-transformer
Language:Python 209
alen-smajic / Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
ai computer-vision generative-ai image-generation image-processing image-space img2img inpainting latent-space stable-diffusion txt2img image-editing outpainting text-to-image diffusion
Language:Python 202
ktrk115 / const_layout
Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
augmented-lagrangian-method cma-es generative-adversarial-network latent-space layoutgan pretrained-models pytorch
Language:Python 138
snatch59 / keras-autoencoders
Autoencoders in Keras
autoencoder keras keras-autoencoders latent-space visualization
Language:Python 126
dobrosketchkun / latent_space_adventures
Buckle up, adventure in the styleGAN2-ada-pytorch network latent space awaits
anime colab-notebook dataset-generation latent-space latent-space-interpolation projection stylegan-model stylegan2 stylegan2-ada stylegan2-ada-pytorch
Language:Jupyter Notebook 59
LiQian-XC / sctour
A deep learning architecture for robust inference and accurate prediction of cellular dynamics
deep-learning inference-and-prediction latent-space pseudotime single-cell-genomics vector-field
Language:Python 52
ashispati / InpaintNet
Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
generative-model music-inpainting music-generation machine-learning latent-space vae
Language:Python 46
samsad35 / source-filter-vae
Learning and controlling the source-filter representation of speech with a variational autoencoder
audio-processing deep-learning formant-control latent-space machine-learning pitch-control python pytorch source-filter speech speech-synthesis variational-autoencoder
Language:Python 45
yhlleo / SmoothingLatentSpace
CVPR 2021, Smoothing the Disentangled Latent Style Space for Unsupervised I2I Translation
image-to-image-translation interpolation interpretability latent-space smoothing
Language:Python 42
aliprf / GANalyzer
GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis
facial-attribute-editing gan generative-adversarial-network image-synthesis latent-semantic-analysis latent-space semantic-analysis ganalyzer
Language:Python 37
cambridge-mlg / CLUE
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
interpretability research uncertainty deep-learning neural-networks aleatoric-uncertainty epistemic-uncertainty machine-learning publication paper transparency counterfactual-explanations counterfactual generative-model latent-space
Language:Python 36
kirkegaardlab / deeptangle
Code implementation of the detection network capable of dealing with many overlapping spline bodies.
c-elegans computer-vision deep-learning latent-space quantitative-biology single-stage-detector splines
Language:Python 36
Time-Series-Hybrid-Autoencoder
insdout / Time-Series-Hybrid-Autoencoder
Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
conditional-data-generation diffusion-models pytorch time-series vae preventive-maintenance remaining-useful-life variational-autoencoder c-mapss classifier-free-guidance ddpm latent-space latent-variable-models triplet-loss turbofan-engine
Language:Python 32
rohit7044 / 3D-GANTex
3DGANTex: 3D Face Reconstruction with StyleGAN3-based Texture Synthesis from Multi-View Images
3d-face-reconstruction 3d-model 3ddfa gan latent-space stylegan3 texture-map
Language:Python 32
JonathanCrabbe / Simplex
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'.
machine-learning artificial-intelligence explainable-ai latent-space latent-representations interpretability method example-based-explanations feature-importance neurips-2021 neurips neural-networks
Language:Python 23
snap-stanford / le_pde
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
accelerate deep-learning inverse-optimization latent-space pde surrogate-models
Language:Jupyter Notebook 22
koulanurag / visTorch
Interacting with Latent Space of AutoEncoder
autoencoder dashboard latent-space plotly pytorch visualization
Language:Python 21
kuschanow / ComfyUI-Advanced-Latent-Control
ComfyUI extension for advanced manipulation with latent
ai comfyui comfyui-nodes stable-diffusion stablediffusion custom-nodes generation generative latent-space art comfy generative-art plugin
Language:Python 20
ivanvovk / controllable-face-generation
Controllable Face Generation via pretrained Conditional Adversarial Latent Autoencoder (ALAE)
deep-learning computer-vision neural-talking-heads latent-space image-generation face-generation alae generative-adversarial-network conditional-generation attribute-manipulation facial-keypoints-transfer latent-codes face
Language:Jupyter Notebook 19
neerajwagh / evaluating-eeg-representations
Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.
augmentation data-shift eeg-classification eeg-data eeg-signals in-the-wild latent-space neurips robustness uncertainty uncertainty-quantification domain-adaptation domain-driven-design neurips-2022 out-of-distribution-detection diagnostic-tool distribution-shift healthcare-ai representation-learning
16
sarthak268 / c3vqg-official
PyTorch Implementation for the paper "C3VQG: Category Consistent Cyclic Visual Question Generation" (ACM MM Asia'20).
visual-question-generation latent-space center-loss latent-hyper-prior information-maximization cycle-consistency category-consistency multimodal-deep-learning vision-and-language
Language:Python 16
badass-techie / These-People-Do-Not-Exist
AI that generates human faces which have never been seen before. The future is now 😁
deep-learning computer-vision deep-generative-modelling convolutional-neural-networks cnn python tensorflow keras generative-adversarial-networks gan generator discriminator latent-space latent-variables deepfake stylegan nvidia
Language:Python 15
a-r-r-o-w / stablefused
StableFused is a toy library for experimenting with Diffusion Models, inspired by various sources.
ai deep-learning generative-ai image-to-image latent-space stable-diffusion text-to-image
Language:Python 14
Data-Science-kosta / Variational-Autoencoder-for-Face-Generation
Keras implementation of Variation Autoencoder for face generation. Analysis of the distribution of the latent space of the VAE. Vector arithemtic in the latent space. Morphing between the faces. The model was trained on CelebA dataset
vae keras variational-autoencoder latent-space celeba-dataset face-generation
Language:Jupyter Notebook 13
insdout / GMVAE-pytorch
Pytorch implementation of Gaussian Mixture Variational Autoencoder GMVAE
gaussian-mixture-models gmvae latent-space mnist pytorch vae-implementation vae-pytorch variational-autoencoder
Language:Python 13
aidotse / stylegan2-ada-pytorch
StyleGAN2-ADA for generation of synthetic skin lesions
gans-models stylegan2-ada-pytorch skin-lesion-classification skin-cancer skin-lesion-generation latent-space embeddings-projection efficientnet-pytorch
Language:Python 10
pandas9 / gan-latent-space-tsne-js
Robust way to explore GAN model latent space on web using three.js & t-SNE
gan latent-space t-sne tsne tsne-visualization
Language:JavaScript 8
anish-lakkapragada / MNIST_LatentSpaceViz
Visualization of the MNIST dataset as a neural network understands it through the traversal of the 2-D latent space. Powered by SeaLion.
machine-learning latent-space
Language:HTML 7
BKHMSI / MNIST-Latent-Interpolation
Count{down, up} with MNIST using Latent Interpolation
mnist keras gan generative-adversarial-network generator latent-space interpolation gif
Language:Python 7
StepanTita / space-model
Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.
bert-embeddings bert-fine-tuning bert-model classification distilbert embeddings fine-tuning large-language-models latent-space llm machine-learning nlp python3 pytorch state-of-the-art text-classification xlnet
Language:HTML 7
andleb / Approaching-an-unknown-communication-system
Code/supplement for the paper "Approaching an unknown communication system by latent space exploration and causal inference"
animal-communication causal-inference deep-learning gan latent-space unsupervised-learning disentangled-representations
Language:Jupyter Notebook 6
AsianZeus / Diverse-Facial-Edit
Diverse Facial Edit with StyleGAN, StyleGAN2, StyleClip with ViT, and Other Features like Background Removal and Face Swap
stylegan stylegan2 latent-space styleclip vision-transformer face-editing encoding
Language:Python 6
silvaan / vecdb
VecDB is a tool to help you to store, manage and compare embeddings vectors for machine learning applications.
deep-learning embedding-vectors hacktoberfest latent-space machine-learning pypi siamese-network
Language:Python 6

latent-space

Text-to-Audio / Make-An-Audio

inbarhub / DDPM_inversion

jbilcke / latent-browser

VinAIResearch / LFM

alen-smajic / Stable-Diffusion-Latent-Space-Explorer

ktrk115 / const_layout

snatch59 / keras-autoencoders

dobrosketchkun / latent_space_adventures

LiQian-XC / sctour

ashispati / InpaintNet

samsad35 / source-filter-vae

yhlleo / SmoothingLatentSpace

aliprf / GANalyzer

cambridge-mlg / CLUE

kirkegaardlab / deeptangle

insdout / Time-Series-Hybrid-Autoencoder

rohit7044 / 3D-GANTex

JonathanCrabbe / Simplex

snap-stanford / le_pde

koulanurag / visTorch

kuschanow / ComfyUI-Advanced-Latent-Control

ivanvovk / controllable-face-generation

neerajwagh / evaluating-eeg-representations

sarthak268 / c3vqg-official

badass-techie / These-People-Do-Not-Exist

a-r-r-o-w / stablefused

Data-Science-kosta / Variational-Autoencoder-for-Face-Generation

insdout / GMVAE-pytorch

aidotse / stylegan2-ada-pytorch

pandas9 / gan-latent-space-tsne-js

anish-lakkapragada / MNIST_LatentSpaceViz

BKHMSI / MNIST-Latent-Interpolation

StepanTita / space-model

andleb / Approaching-an-unknown-communication-system

AsianZeus / Diverse-Facial-Edit

silvaan / vecdb