generative-models | Topic | Ecosyste.ms: Repos

Topic: "generative-models"

XingangPan/DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

Language: Python - Size: 33.2 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 35,913 - Forks: 3,443

yunjey/stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

Language: Python - Size: 13.4 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 5,263 - Forks: 971

hwalsuklee/tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Language: Python - Size: 4.57 MB - Last synced at: 27 days ago - Pushed at: almost 3 years ago - Stars: 3,923 - Forks: 848

clovaai/stargan-v2

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Language: Python - Size: 37.9 MB - Last synced at: 27 days ago - Pushed at: about 2 years ago - Stars: 3,563 - Forks: 672

thu-ml/zhusuan

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

Language: Python - Size: 1.75 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 2,222 - Forks: 419

hyp1231/awesome-llm-powered-agent

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

Size: 159 KB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 2,047 - Forks: 163

yang-song/score_sde_pytorch

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

Language: Jupyter Notebook - Size: 3.93 MB - Last synced at: 27 days ago - Pushed at: 11 months ago - Stars: 1,921 - Forks: 330

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

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

Size: 628 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1,797 - Forks: 159

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.

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 1,709 - Forks: 328

yang-song/score_sde

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

Language: Jupyter Notebook - Size: 4.35 MB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 1,659 - Forks: 222

photosynthesis-team/piq

Measures and metrics for image2image tasks. PyTorch.

Language: Python - Size: 3.73 MB - Last synced at: 21 days ago - Pushed at: about 1 year ago - Stars: 1,487 - Forks: 122

llm-jp/awesome-japanese-llm

日本語LLMまとめ - Overview of Japanese LLMs

Language: TypeScript - Size: 12.1 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 1,185 - Forks: 34

dailenson/SDT

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

Language: Python - Size: 5.04 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,151 - Forks: 95

auspicious3000/autovc

AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

Language: Python - Size: 7.99 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1,050 - Forks: 211

torrinworx/Blend_My_NFTs

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

Language: Python - Size: 22 MB - Last synced at: 26 days ago - Pushed at: almost 2 years ago - Stars: 1,012 - Forks: 339

hollobit/GenAI_LLM_timeline

ChatGPT, GenerativeAI and LLMs Timeline

Size: 3.15 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 950 - Forks: 58

sangwoomo/instagan

InstaGAN: Instance-aware Image Translation (ICLR 2019)

Language: Python - Size: 58.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 837 - Forks: 161

ritheshkumar95/pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

Language: Python - Size: 5.13 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 791 - Forks: 132

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.

Language: Emacs Lisp - Size: 13 MB - Last synced at: 20 days ago - Pushed at: 2 months ago - Stars: 773 - Forks: 62

molecularsets/moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

Language: Python - Size: 160 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 761 - Forks: 231

MyNiuuu/MOFA-Video

[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.

Language: Python - Size: 117 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 732 - Forks: 46

ermongroup/ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

Language: Python - Size: 31.3 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 725 - Forks: 107

wohlert/semi-supervised-pytorch

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

Language: Python - Size: 12.5 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 706 - Forks: 123

Project-MONAI/GenerativeModels 📦

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

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 15 days ago - Pushed at: 12 months ago - Stars: 681 - Forks: 100

EndlessSora/focal-frequency-loss

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

Language: Python - Size: 4.93 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 662 - Forks: 64

mikonvergence/DiffusionFastForward

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

Language: Jupyter Notebook - Size: 4.09 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 640 - Forks: 62

ChenWu98/cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

Language: Python - Size: 52.5 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 617 - Forks: 36

kwotsin/mimicry

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

Language: Python - Size: 17 MB - Last synced at: 25 days ago - Pushed at: almost 3 years ago - Stars: 609 - Forks: 62

ohayonguy/PMRF

[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration

Language: Python - Size: 22.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 588 - Forks: 33

bayesflow-org/bayesflow

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

Language: Python - Size: 547 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 573 - Forks: 69

SimonKohl/probabilistic_unet

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

Language: Jupyter Notebook - Size: 21 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 547 - Forks: 100

shayneobrien/generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

Language: Jupyter Notebook - Size: 143 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 498 - Forks: 73

Schlumberger/joint-vae

Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:

Language: Jupyter Notebook - Size: 34.5 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 464 - Forks: 62

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!

Language: Python - Size: 9.11 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 463 - Forks: 18

vlgiitr/DL_Topics

List of DL topics and resources essential for cracking interviews

Size: 159 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 447 - Forks: 59

ankanbhunia/PIDM

Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

Language: Jupyter Notebook - Size: 90.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 434 - Forks: 51

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

Language: Python - Size: 4.78 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 427 - Forks: 53

ParthaEth/GIF

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Language: Python - Size: 7.53 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 392 - Forks: 61

FranxYao/Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

Size: 32 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 390 - Forks: 32

FoundationVision/FlashVideo

FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation

Language: Python - Size: 1.45 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 384 - Forks: 24

omerbt/Splice

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

Language: Jupyter Notebook - Size: 206 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 383 - Forks: 32

EugenHotaj/pytorch-generative

Easy generative modeling in PyTorch.

Language: Python - Size: 53.7 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 366 - Forks: 59

MinkaiXu/GeoDiff

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

Language: Python - Size: 2.19 MB - Last synced at: 23 days ago - Pushed at: about 2 years ago - Stars: 359 - Forks: 79

jonathandinu/ai4artists

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

Size: 661 KB - Last synced at: 1 day ago - Pushed at: 12 months ago - Stars: 355 - Forks: 25

GT4SD/gt4sd-core

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

Language: Jupyter Notebook - Size: 27.8 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 351 - Forks: 76

X-LANCE/VoiceFlow-TTS

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

Language: Python - Size: 868 KB - Last synced at: 16 days ago - Pushed at: 10 months ago - Stars: 343 - Forks: 23

Lupin1998/Awesome-MIM

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

Language: Python - Size: 6.7 MB - Last synced at: 23 days ago - Pushed at: about 2 months ago - Stars: 331 - Forks: 16

wohlert/generative-query-network-pytorch

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

Language: Jupyter Notebook - Size: 43.1 MB - Last synced at: 7 months ago - Pushed at: almost 6 years ago - Stars: 322 - Forks: 63

prodramp/DeepWorks

A collection of Deep Learning projects and resources

Language: Jupyter Notebook - Size: 99.7 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 315 - Forks: 148

diffusion-classifier/diffusion-classifier

Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training

Language: Python - Size: 736 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 308 - Forks: 16

ziqihuangg/Awesome-Evaluation-of-Visual-Generation

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

Size: 2.85 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 304 - Forks: 17

ermongroup/ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

Language: Python - Size: 2.2 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 297 - Forks: 60

sangwoomo/FreezeD

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

Language: Python - Size: 42.8 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 287 - Forks: 37

luping-liu/PNDM

The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)

Language: Python - Size: 97.7 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 286 - Forks: 30

tonyduan/normalizing-flows

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

Language: Python - Size: 947 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 279 - Forks: 38

sdv-dev/SDGym

Benchmarking synthetic data generation methods.

Language: Python - Size: 3.06 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 274 - Forks: 63

donydchen/mvsplat360

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

Language: Python - Size: 1.15 MB - Last synced at: 25 days ago - Pushed at: 7 months ago - Stars: 257 - Forks: 10

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! 🔥

Size: 18.7 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 254 - Forks: 14

THUDM/KOBE

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

Language: Python - Size: 836 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 240 - Forks: 70

cvlab-kaist/Self-Attention-Guidance Fork of SusungHong/Self-Attention-Guidance

Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

Language: Jupyter Notebook - Size: 115 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 235 - Forks: 7

VinAIResearch/LFM

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

Language: Python - Size: 443 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 233 - Forks: 10

dcmocanu/sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Language: Python - Size: 67 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 228 - Forks: 65

clovaai/fewshot-font-generation

The unified repository for few-shot font generation methods. This repository includes FUNIT (ICCV'19), DM-Font (ECCV'20), LF-Font (AAAI'21) and MX-Font (ICCV'21).

Language: Python - Size: 21.2 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 226 - Forks: 40

daib13/TwoStageVAE

Language: Python - Size: 84.3 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 226 - Forks: 33

Zhaozixiang1228/MMIF-DDFM

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

Language: Python - Size: 6.18 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 220 - Forks: 21

AnshMittal1811/MachineLearning-AI

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Language: Jupyter Notebook - Size: 41.5 GB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 206 - Forks: 55

junhsss/consistency-models

A Toolkit for OpenAI's Consistency Models.

Language: Python - Size: 55.1 MB - Last synced at: 30 days ago - Pushed at: about 2 years ago - Stars: 205 - Forks: 13

mattragoza/LiGAN

Deep generative models of 3D grids for structure-based drug discovery

Language: Python - Size: 9.93 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 197 - Forks: 44

aravindsrinivas/flowpp

Code for reproducing Flow ++ experiments

Language: Python - Size: 103 KB - Last synced at: 8 days ago - Pushed at: about 6 years ago - Stars: 189 - Forks: 28

google/vae-seq 📦

Variational Auto-Encoders in a Sequential Setting.

Language: Python - Size: 232 KB - Last synced at: about 2 months ago - Pushed at: about 7 years ago - Stars: 175 - Forks: 32

google-deepmind/physics-IQ-benchmark

Benchmarking physical understanding in generative video models

Language: Python - Size: 60.4 MB - Last synced at: 1 day ago - Pushed at: 26 days ago - Stars: 172 - Forks: 17

projectmesa/mesa-examples

User and showcase agent-based models developed using Mesa

Language: Python - Size: 9.57 MB - Last synced at: 9 days ago - Pushed at: 15 days ago - Stars: 171 - Forks: 180

clovaai/lffont

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

Language: Python - Size: 55.3 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 169 - Forks: 24

Amir-Arsalan/Synthesize3DviaDepthOrSil

[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

Language: Lua - Size: 138 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 163 - Forks: 31

cwkx/GON

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

Language: Python - Size: 2.71 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 162 - Forks: 20

clovaai/mxfont

Official PyTorch implementation of MX-Font (Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts) ICCV 2021

Language: Python - Size: 84.3 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 158 - Forks: 37

mhw32/multimodal-vae-public

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

Language: Python - Size: 3.9 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 158 - Forks: 36

AakashKumarNain/diffusion_models

All about the fundamentals and working of Diffusion Models

Language: HTML - Size: 12.1 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 156 - Forks: 5

leonnnop/GMMSeg

[NeurIPS 2022 Spotlight] GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

Language: Python - Size: 812 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 148 - Forks: 13

csinva/gpt-paper-title-generator

Generating paper titles (and more!) with GPT trained on data scraped from arXiv.

Language: Jupyter Notebook - Size: 59.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 148 - Forks: 32

yunqing-me/WatermarkDM

Code of the paper: A Recipe for Watermarking Diffusion Models

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 147 - Forks: 9

LukasRinder/normalizing-flows

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Language: Jupyter Notebook - Size: 6.45 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 146 - Forks: 37

wenyuqing/panacea

[CVPR2024] Official Repository of Paper "Panacea: Panoramic and Controllable Video Generation for Autonomous Driving"

Language: Python - Size: 16.4 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 141 - Forks: 4

tangjiapeng/DiffuScene

[CVPR 2024] DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

Language: Python - Size: 1.48 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 141 - Forks: 9

ritheshkumar95/energy_based_generative_models

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

Language: Python - Size: 61.5 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 141 - Forks: 25

baoilleach/deepsmiles

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

Language: Python - Size: 30.3 KB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 139 - Forks: 30

BorealisAI/private-data-generation

A toolbox for differentially private data generation

Language: Python - Size: 60.5 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 131 - Forks: 32

declare-lab/RelationPrompt

This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data for the test relation labels.

Language: Python - Size: 66.4 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 131 - Forks: 16