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GitHub topics: generative-models

ziqihuangg/Awesome-Evaluation-of-Visual-Generation

A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems

taille: 3,32 Mo - dernière synchronisation: il y a 2 jours - enregistré: il y a 2 jours - étoiles: 330 - forks: 18

llm-jp/awesome-japanese-llm

日本語LLMまとめ - Overview of Japanese LLMs

langage: TypeScript - taille: 12,5 Mo - dernière synchronisation: il y a environ 18 heures - enregistré: il y a 14 jours - étoiles: 1 205 - forks: 35

prescient-design/jamun

Bridging Smoothed Molecular Dynamics and Score-Based Learning for Conformational Ensembles

langage: Python - taille: 165 Mo - dernière synchronisation: il y a 2 jours - enregistré: il y a 2 jours - étoiles: 6 - forks: 1

DragonLiu1995/video-to-audio-through-text

[NeurIPS 2024] Code, Dataset, Samples for the VATT paper “ Tell What You Hear From What You See - Video to Audio Generation Through Text”

langage: Python - taille: 20,8 Mo - dernière synchronisation: il y a 3 jours - enregistré: il y a 3 jours - étoiles: 24 - forks: 0

jianqingzheng/def_diff_rec

[Preprint] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis

langage: Python - taille: 307 Mo - dernière synchronisation: il y a 3 jours - enregistré: il y a 3 jours - étoiles: 24 - forks: 3

alawryaguila/CondDiff

Pytorch code for "Conditional diffusion models for guided anomaly detection in brain MRI using fluid-driven anomaly randomization"

langage: Python - taille: 236 ko - dernière synchronisation: il y a 3 jours - enregistré: il y a 4 jours - étoiles: 0 - forks: 0

songweige/content-debiased-fvd

[CVPR 2024] On the Content Bias in Fréchet Video Distance

langage: Python - taille: 53,7 ko - dernière synchronisation: il y a environ 13 heures - enregistré: il y a 10 mois - étoiles: 118 - forks: 9

tue-bmd/zea

zea: A Toolbox for Cognitive Ultrasound Imaging

langage: Python - taille: 96,4 Mo - dernière synchronisation: il y a 4 jours - enregistré: il y a 4 jours - étoiles: 12 - forks: 1

0xangelo/raylab

Reinforcement learning algorithms in RLlib

langage: Python - taille: 4,52 Mo - dernière synchronisation: il y a 1 jour - enregistré: il y a environ un an - étoiles: 59 - forks: 10

yuhui-zh15/CellFlux

Official implementation of "CellFlux: Simulating Cellular Morphology Changes via Flow Matching" (ICML 2025)

langage: Python - taille: 20,7 Mo - dernière synchronisation: il y a 5 jours - enregistré: il y a 18 jours - étoiles: 7 - forks: 1

sdv-dev/SDGym

Benchmarking synthetic data generation methods.

langage: Python - taille: 3,14 Mo - dernière synchronisation: il y a 6 jours - enregistré: il y a 6 jours - étoiles: 275 - forks: 63

ALEEEHU/World-Simulator

Simulating the Real World: Survey & Resources, which contains our survey "Simulating the Real World: A Unified Survey of Multimodal Generative Models" and Awesome-Text2X-Resources. Watch this repository for the latest updates! 🔥

taille: 19,6 Mo - dernière synchronisation: il y a 6 jours - enregistré: il y a 6 jours - étoiles: 269 - forks: 14

hollobit/GenAI_LLM_timeline

ChatGPT, GenerativeAI and LLMs Timeline

taille: 3,15 Mo - dernière synchronisation: il y a environ 9 heures - enregistré: il y a environ un an - étoiles: 954 - forks: 57

bayesflow-org/bayesflow

A Python library for amortized Bayesian workflows using generative neural networks.

langage: Python - taille: 571 Mo - dernière synchronisation: il y a 5 jours - enregistré: il y a 5 jours - étoiles: 582 - forks: 74

wix-incubator/DLT

Diffusion Layout Transformer implementation.

langage: Python - taille: 3,81 Mo - dernière synchronisation: il y a 6 jours - enregistré: il y a presque 2 ans - étoiles: 61 - forks: 5

mallasiddharthreddy/smart-object-removal

Smart Object Removal using LaMa + Segment Anything with Streamlit UI : A computer vision project combining Segment Anything (SAM) for dynamic object masking and LaMa for high-quality inpainting. Built with PyTorch, OpenCV, and Streamlit for a seamless user interface.

langage: Python - taille: 14,9 Mo - dernière synchronisation: il y a 9 jours - enregistré: il y a 9 jours - étoiles: 0 - forks: 0

MinkaiXu/GeoDiff

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

langage: Python - taille: 2,19 Mo - dernière synchronisation: il y a 6 jours - enregistré: il y a environ 2 ans - étoiles: 374 - forks: 81

Estaheri7/Math2Model

A comprehensive collection of machine learning and deep learning models, focusing on the mathematical foundations and implementations, including vision models, neural networks, and more.

langage: Jupyter Notebook - taille: 54 Mo - dernière synchronisation: il y a 10 jours - enregistré: il y a 10 jours - étoiles: 4 - forks: 0

arslanshahid65/MultiRefFaceVideoGen

Introduces deep learning based multi frame fusion techniques for improved ultra low bitrate face video compression.

langage: Python - taille: 70,5 Mo - dernière synchronisation: il y a 10 jours - enregistré: il y a 10 jours - étoiles: 0 - forks: 0

HuXiaoling/awesome-topology-driven-image-analysis

awesome-topology-driven-deep-image-analysis

taille: 55,7 ko - dernière synchronisation: il y a 10 jours - enregistré: il y a 11 jours - étoiles: 32 - forks: 2

yuhao-nie/SkyGPT

A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting

langage: Jupyter Notebook - taille: 74,6 Mo - dernière synchronisation: il y a 1 jour - enregistré: il y a environ un an - étoiles: 42 - forks: 8

DmitryRyumin/ICASSP-2023-24-Papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

langage: Python - taille: 9,11 Mo - dernière synchronisation: il y a 13 jours - enregistré: il y a 3 mois - étoiles: 480 - forks: 19

muhammadhassaan-solves/implementing-gan-with-tensorflow

langage: Jupyter Notebook - taille: 43,9 ko - dernière synchronisation: il y a 14 jours - enregistré: il y a 14 jours - étoiles: 0 - forks: 0

EndlessSora/focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

langage: Python - taille: 4,93 Mo - dernière synchronisation: il y a 14 jours - enregistré: il y a 11 mois - étoiles: 668 - forks: 64

amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

taille: 628 ko - dernière synchronisation: il y a 16 jours - enregistré: il y a 7 mois - étoiles: 1 855 - forks: 161

utcsilab/gsure-diffusion-mri

[MRM 2025] Official Implementation: "Robust multi-coil MRI reconstruction via self-supervised denoising"

langage: Python - taille: 7,78 Mo - dernière synchronisation: il y a 16 jours - enregistré: il y a 17 jours - étoiles: 1 - forks: 0

baoilleach/deepsmiles

DeepSMILES - A variant of SMILES for use in machine-learning

langage: Python - taille: 30,3 ko - dernière synchronisation: il y a 9 jours - enregistré: il y a environ 4 ans - étoiles: 139 - forks: 30

Project-MONAI/GenerativeModels 📦

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

langage: Jupyter Notebook - taille: 13,9 Mo - dernière synchronisation: il y a 16 jours - enregistré: il y a environ un an - étoiles: 695 - forks: 101

Revanrie/Variational-Autoencoder-on-FashionMNIST

This repository features a Variational Autoencoder (VAE) built with PyTorch, designed to compress and generate FashionMNIST images. Explore the model's latent space and gain insights into its workings while leveraging the power of deep learning! 🐙💻

langage: Jupyter Notebook - taille: 2,08 Mo - dernière synchronisation: il y a 19 jours - enregistré: il y a 19 jours - étoiles: 0 - forks: 0

projectmesa/mesa-examples

User and showcase agent-based models developed using Mesa

langage: Python - taille: 9,57 Mo - dernière synchronisation: il y a 20 jours - enregistré: il y a 20 jours - étoiles: 177 - forks: 181

jonathandinu/ai4artists

A list of AI Art courses, tools, libraries, people, and places.

taille: 661 ko - dernière synchronisation: il y a 5 jours - enregistré: il y a environ un an - étoiles: 357 - forks: 26

hyp1231/awesome-llm-powered-agent

Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...

taille: 159 ko - dernière synchronisation: il y a 23 jours - enregistré: il y a 3 mois - étoiles: 2 071 - forks: 164

clovaai/stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

langage: Python - taille: 37,9 Mo - dernière synchronisation: il y a 22 jours - enregistré: il y a plus de 2 ans - étoiles: 3 579 - forks: 674

yunqing-me/WatermarkDM

Code of the paper: A Recipe for Watermarking Diffusion Models

langage: Jupyter Notebook - taille: 24,2 Mo - dernière synchronisation: il y a 13 jours - enregistré: il y a 9 mois - étoiles: 147 - forks: 9

homerjed/sbiax

Fast, lightweight and parallelised simulation-based inference in JAX.

langage: Python - taille: 19,1 Mo - dernière synchronisation: il y a 5 jours - enregistré: il y a 18 jours - étoiles: 18 - forks: 2

GT4SD/gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

langage: Jupyter Notebook - taille: 27,8 Mo - dernière synchronisation: il y a 27 jours - enregistré: il y a 5 mois - étoiles: 355 - forks: 77

Abhinaykotla/EdgeConnect_Plus_Inpainting_with_Edge_and_Color_Guidance

EdgeConnect+: Adversarial Inpainting with Edge and Color Guidance A deep learning-based image inpainting framework that integrates edge and color guidance to enhance image restoration. Suitable for photo restoration, object removal, and content-aware editing, evaluated on CelebA and Places2 datasets.

langage: Jupyter Notebook - taille: 79,7 Mo - dernière synchronisation: il y a 28 jours - enregistré: il y a 28 jours - étoiles: 1 - forks: 0

photosynthesis-team/piq

Measures and metrics for image2image tasks. PyTorch.

langage: Python - taille: 3,73 Mo - dernière synchronisation: il y a 26 jours - enregistré: il y a environ un an - étoiles: 1 500 - forks: 122

hkchengrex/C2OT

[ICCV 2025] The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation

langage: Jupyter Notebook - taille: 11,1 Mo - dernière synchronisation: il y a 28 jours - enregistré: il y a 28 jours - étoiles: 9 - forks: 1

Mind-the-Pineapple/Autoregressive-models

Tensorflow 2.0 implementation of Deep Autoregressive Models

langage: Jupyter Notebook - taille: 3,34 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a presque 4 ans - étoiles: 27 - forks: 3

dailenson/SDT

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)

langage: Python - taille: 5,01 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a environ un mois - étoiles: 1 211 - forks: 96

mashijie1028/GenHancer

(ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.

langage: Python - taille: 2,69 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a environ un mois - étoiles: 53 - forks: 0

SimonKohl/probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

langage: Jupyter Notebook - taille: 21 Mo - dernière synchronisation: il y a 8 jours - enregistré: il y a plus de 2 ans - étoiles: 555 - forks: 100

Lupin1998/Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

langage: Python - taille: 6,7 Mo - dernière synchronisation: il y a 18 jours - enregistré: il y a 3 mois - étoiles: 336 - forks: 17

AakashKumarNain/diffusion_models

All about the fundamentals and working of Diffusion Models

langage: HTML - taille: 12,1 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a plus de 2 ans - étoiles: 158 - forks: 5

thuml/Sundial

About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)

taille: 14,7 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a environ un mois - étoiles: 35 - forks: 1

saadamir1/vae-gan-comparison

Comprehensive comparison of VAE vs GAN architectures for image generation on CIFAR-10 dataset with quantitative evaluation metrics

langage: Jupyter Notebook - taille: 1,97 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a environ un mois - étoiles: 0 - forks: 0

google-deepmind/physics-IQ-benchmark

Benchmarking physical understanding in generative video models

langage: Python - taille: 60,4 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a 2 mois - étoiles: 172 - forks: 17

Won-Seong/simple-latent-diffusion-model

Simple Version of Latent Diffusion Models

langage: Jupyter Notebook - taille: 37,7 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ 2 mois - étoiles: 3 - forks: 0

icon-lab/FedGAT

Official implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)

langage: Python - taille: 4,91 Mo - dernière synchronisation: il y a environ un mois - enregistré: il y a 2 mois - étoiles: 12 - forks: 0

mftnakrsu/DeepDream

Generative deep learning: DeepDream

langage: Jupyter Notebook - taille: 11,2 Mo - dernière synchronisation: il y a 15 jours - enregistré: il y a environ 3 ans - étoiles: 25 - forks: 1

vertaix/Alternators

This repository contains the implementation of **Alternators**, a novel family of generative models for time-dependent data.

langage: Python - taille: 4,54 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ 2 mois - étoiles: 22 - forks: 2

CUAI/Neural-Manifold-Ordinary-Differential-Equations

[NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)

langage: Python - taille: 22,5 ko - dernière synchronisation: il y a 11 jours - enregistré: il y a environ 2 ans - étoiles: 119 - forks: 16

X-LANCE/VoiceFlow-TTS

[ICASSP 2024] This is the official code for "VoiceFlow: Efficient Text-to-Speech with Rectified Flow Matching"

langage: Python - taille: 868 ko - dernière synchronisation: il y a environ 2 mois - enregistré: il y a 11 mois - étoiles: 343 - forks: 23

XingangPan/DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

langage: Python - taille: 33,2 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ un an - étoiles: 35 913 - forks: 3 443

jiaxi98/cnf_ot

code base for "Variational conditional normalizing flows for computing second-order mean field control problems"

langage: Python - taille: 31,9 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ 2 mois - étoiles: 0 - forks: 0

Khrylx/DLow

[ECCV 2020] Official PyTorch Implementation of "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction". ECCV 2020.

langage: Python - taille: 1,59 Mo - dernière synchronisation: il y a 16 jours - enregistré: il y a environ 3 ans - étoiles: 122 - forks: 18

VladimirZelenokor1/ML-Project---Voice-Conversion-with-Diffusion-Models

Project on real time voice conversion with diffusion models

langage: Python - taille: 122 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ 2 mois - étoiles: 1 - forks: 0

rksm/org-ai

Emacs as your personal AI assistant. Use LLMs such as ChatGPT or LLaMA for text generation or DALL-E and Stable Diffusion for image generation. Also supports speech input / output.

langage: Emacs Lisp - taille: 13 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a 3 mois - étoiles: 773 - forks: 62

wohlert/generative-query-network-pytorch

Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"

langage: Jupyter Notebook - taille: 43,1 Mo - dernière synchronisation: il y a 8 jours - enregistré: il y a environ 6 ans - étoiles: 321 - forks: 62

nico-espinosadice/SORL

Scaling Offline RL via Efficient and Expressive Shortcut Models

langage: Python - taille: 22,5 ko - dernière synchronisation: il y a environ 2 mois - enregistré: il y a environ 2 mois - étoiles: 0 - forks: 0

GMvandeVen/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

langage: Jupyter Notebook - taille: 2,93 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a 2 mois - étoiles: 1 709 - forks: 328

RichardObi/mammo_dp

Official repository of "Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data"

langage: Python - taille: 86,5 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a 2 mois - étoiles: 0 - forks: 1

aimagelab/multimodal-garment-designer

This is the official repository for the paper "Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing". ICCV 2023

langage: Python - taille: 4,78 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a plus d'un an - étoiles: 427 - forks: 53

yang-song/score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

langage: Jupyter Notebook - taille: 4,35 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a plus de 2 ans - étoiles: 1 659 - forks: 222

donydchen/mvsplat360

🎞️ [NeurIPS'24] MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views

langage: Python - taille: 1,15 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a 8 mois - étoiles: 257 - forks: 10

yang-song/score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

langage: Jupyter Notebook - taille: 3,93 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a environ un an - étoiles: 1 921 - forks: 330

ermongroup/ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

langage: Python - taille: 31,3 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a plus d'un an - étoiles: 725 - forks: 107

yunjey/stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

langage: Python - taille: 13,4 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a plus de 4 ans - étoiles: 5 263 - forks: 971

torrinworx/Blend_My_NFTs

Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.

langage: Python - taille: 22 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a environ 2 ans - étoiles: 1 012 - forks: 339

kwotsin/mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

langage: Python - taille: 17 Mo - dernière synchronisation: il y a 25 jours - enregistré: il y a presque 3 ans - étoiles: 609 - forks: 62

egeyavuzcan/awsome-generative-ai

A collection of resources and papers on generative AI, organized by domain and methodology. It covers text, image, audio and multimodal generation techniques to provide an up-to-date overview of state-of-the-art research.

taille: 1000 octets - dernière synchronisation: il y a 2 mois - enregistré: il y a 2 mois - étoiles: 0 - forks: 0

hwalsuklee/tensorflow-generative-model-collections

Collection of generative models in Tensorflow

langage: Python - taille: 4,57 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a presque 3 ans - étoiles: 3 923 - forks: 848

THUDM/KOBE

Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019

langage: Python - taille: 836 ko - dernière synchronisation: il y a 2 mois - enregistré: il y a plus de 2 ans - étoiles: 240 - forks: 70

naver/disco

A Toolkit for Distributional Control of Generative Models

langage: Python - taille: 92,8 ko - dernière synchronisation: il y a 4 jours - enregistré: il y a presque 2 ans - étoiles: 73 - forks: 4

omerbt/Splice

Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022 Oral)

langage: Jupyter Notebook - taille: 206 Mo - dernière synchronisation: il y a 2 mois - enregistré: il y a plus d'un an - étoiles: 383 - forks: 32

SURESHBEEKHANI/Autoencoders

This project is a practice implementation of an autoencoder, The primary use case for this autoencoder is for anomaly detection in sales data, but it can be adapted for other purposes. The autoencoder compresses the input data into a lower-dimensional representation and then reconstructs the original input from this representation.

langage: Jupyter Notebook - taille: 477 ko - dernière synchronisation: il y a 2 mois - enregistré: il y a 2 mois - étoiles: 1 - forks: 0

tonyduan/normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

langage: Python - taille: 947 ko - dernière synchronisation: il y a 2 mois - enregistré: il y a plus d'un an - étoiles: 279 - forks: 38

L0SG/NanoFlow

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

langage: Python - taille: 1,61 Mo - dernière synchronisation: il y a 16 jours - enregistré: il y a plus de 4 ans - étoiles: 66 - forks: 4

thu-ml/zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

langage: Python - taille: 1,75 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a plus de 2 ans - étoiles: 2 222 - forks: 419

kanavgoyal898/hideNet

By recursively splitting images into odd and even pixel subsets, hideNet creates a multi-resolution representation that can be effectively encoded and later reconstructed using learned generative models.

langage: Jupyter Notebook - taille: 2,58 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a 3 mois - étoiles: 0 - forks: 0

PMBio/Health-Privacy-Challenge

The starter kit for the CAMDA 2025 Health Privacy Challenge.

langage: Python - taille: 43 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a 3 mois - étoiles: 5 - forks: 5

RichardObi/SimulatingDCE

Official repository of "Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks"

langage: Python - taille: 135 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a 3 mois - étoiles: 3 - forks: 0

cwkx/GON

Gradient Origin Networks - a new type of generative model that is able to quickly learn a latent representation without an encoder

langage: Python - taille: 2,71 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a plus de 4 ans - étoiles: 162 - forks: 20

tonyduan/variational-autoencoders

Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.

langage: Python - taille: 163 ko - dernière synchronisation: il y a environ 2 mois - enregistré: il y a plus de 2 ans - étoiles: 3 - forks: 2

mikonvergence/DiffusionFastForward

DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

langage: Jupyter Notebook - taille: 4,09 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a environ 2 ans - étoiles: 640 - forks: 62

sangwoomo/FreezeD

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

langage: Python - taille: 42,8 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a plus de 3 ans - étoiles: 287 - forks: 37

zhidacaishu/notebook

This document contains Henry's study notes.

taille: 3,1 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a 3 mois - étoiles: 3 - forks: 0

tahamsi/computer-vision

This repository, provides a comprehensive collection of hands-on examples in computer vision, covering key techniques like object detection, image classification, semantic segmentation, generative models, transfer learning, and foundation models.

langage: Jupyter Notebook - taille: 73,6 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a 3 mois - étoiles: 2 - forks: 3

gabrielpetersson/recurrent-neural-network-in-numpy

Recurrent neural network from scratch in numpy, with a custom-made word2vec

langage: Python - taille: 43 Mo - dernière synchronisation: il y a environ 2 mois - enregistré: il y a plus de 5 ans - étoiles: 10 - forks: 1

taegyeong-lee/Generating-Realistic-Images-from-In-the-wild-Sounds

Official Code Repository for the paper "Generating Realistic Images from In-the-wild Sounds", ICCV 2023

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MohammadParsaTheFirst/Deep-generative-models-course

Coursework and projects for Deep Generative Models(DGM) course(Graduate), including theoretical homework solutions/problems, final solution/problems and the project of the course

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aravindsrinivas/flowpp

Code for reproducing Flow ++ experiments

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wohlert/semi-supervised-pytorch

Implementations of various VAE-based semi-supervised and generative models in PyTorch

langage: Python - taille: 12,5 Mo - dernière synchronisation: il y a 3 mois - enregistré: il y a plus de 5 ans - étoiles: 706 - forks: 123

junhsss/consistency-models

A Toolkit for OpenAI's Consistency Models.

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utcsilab/SureScore-Diffusion

[IEEE Asilomar 2023] Official Implementation: "Solving Inverse Problems with Score-Based Generative Priors learned from Noisy Data"

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utcsilab/GsureScore-Diffusion

[ISMRM 2024] Official Implementation: "GSURE denoising enables training of higher quality generative priors for accelerated multi-coil MRI reconstruction"

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xfetus/midl2023

:page_facing_up: Short paper to Medical Imaging with Deep Learning 2023 (#MIDL2023) > https://arxiv.org/abs/2304.03941

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urbabe34/GenVision

An open-source AI platform for generating high-quality images from text prompts, powered by cutting-edge generative models like Stable Diffusion.

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CallmeQuant/financial_ts_generation_hackathon

FourierFlow is a tool for generating synthetic financial time series data using deep generative models. This modified version is utilized for the Market Scenario Generator Hackathon: From Stability to Storms. It aims to provide effective synthetic data generation to model different financial scenarios.

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Related Keywords
generative-models 428 deep-learning 123 pytorch 95 machine-learning 78 diffusion-models 76 generative-adversarial-network 50 python 42 gan 42 vae 41 tensorflow 37 variational-autoencoder 35 computer-vision 34 image-generation 31 generative-ai 25 normalizing-flows 25 generative-model 18 gans 18 ai 18 neural-networks 17 generative-adversarial-networks 16 artificial-intelligence 15 autoencoder 14 diffusion 13 stable-diffusion 13 unsupervised-learning 12 image-processing 11 image-to-image-translation 11 score-matching 10 variational-autoencoders 10 dcgan 9 image-synthesis 9 generative-art 8 score-based-generative-modeling 8 neural-network 8 lstm 8 ddpm 8 keras 8 llm 8 representation-learning 7 synthetic-data 7 inverse-problems 7 pytorch-lightning 7 variational-inference 7 score-based-generative-models 7 text-to-image 7 tensorflow2 7 deep-neural-networks 7 nlp 7 vision-transformer 6 video-generation 6 disentanglement 6 drug-discovery 6 natural-language-processing 6 wgan-gp 6 chatgpt 6 density-estimation 6 flow-matching 6 cnn 6 data-science 6 graph-neural-networks 6 transformer 6 text-generation 6 awesome-list 6 classification 6 image-manipulation 6 image-translation 5 autoencoders 5 recurrent-neural-networks 5 energy-based-model 5 reinforcement-learning 5 jax 5 music-generation 5 ml 5 wgan 5 mnist 5 data-augmentation 5 language-modeling 5 pix2pix 5 autoregressive 5 large-language-models 5 pixelcnn 5 stylegan 5 pytorch-implementation 5 benchmark 5 controllable-generation 4 u-net 4 fine-tuning 4 semantic-segmentation 4 self-supervised-learning 4 gpt-2 4 domain-adaptation 4 denoising 4 deeplearning 4 vq-vae 4 latent-variable-models 4 language-models 4 llms 4 probabilistic-models 4 diffusion-model 4 continual-learning 4