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286 search results found

Draggan ⭐ 34,063

Official Code for DragGAN (SIGGRAPH 2023)

Jukebox ⭐ 6,597

Code for the paper "Jukebox: A Generative Model for Music"

Denoising Diffusion Pytorch ⭐ 6,259

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Generative Models ⭐ 6,010

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Courses ⭐ 4,018

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Tensorflow Generative Model Collections ⭐ 3,570

Collection of generative models in Tensorflow

Stargan V2 ⭐ 3,185

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Singan ⭐ 3,129

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

[CVPR2020] Adversarial Latent Autoencoders

Zhusuan ⭐ 2,139

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

Synthetic data generation for tabular data

Dreamcraft3d ⭐ 1,561

Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

Torchgan ⭐ 1,218

Research Framework for easy and efficient training of GANs based on Pytorch

Continual Learning ⭐ 1,190

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.

Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

Measures and metrics for image2image tasks. PyTorch.

Giraffe ⭐ 908

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

Probtorch ⭐ 822

Probabilistic Torch is library for deep generative models that extends PyTorch

Torch Fidelity ⭐ 820

High-fidelity performance metrics for generative models in PyTorch

Instagan ⭐ 784

InstaGAN: Instance-aware Image Translation (ICLR 2019)

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

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).

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

Pytorch Vqvae ⭐ 679

Vector Quantized VAEs - PyTorch Implementation

Imagereward ⭐ 674

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

Syncdreamer ⭐ 661

[Arxiv23] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

Meshdiffusion ⭐ 620

Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

Texturize ⭐ 606

🤖🖌️ Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

Speech Enhancement Generative Adversarial Network in TensorFlow

Sentence Vae ⭐ 569

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

Mimicry ⭐ 556

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

Semi Supervised Pytorch ⭐ 554

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

Simulated Unsupervised Tensorflow ⭐ 548

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

Miditok ⭐ 522

MIDI / symbolic music tokenizers for Deep Learning models 🎶

Scenedreamer ⭐ 490

[TPAMI 2023] SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

Instructcv ⭐ 464

Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

Noise Conditional Score Networks (NeurIPS 2019, Oral)

Cycle Diffusion ⭐ 458

[ICCV 2023] A latent space for stochastic diffusion models

Copulas ⭐ 454

A library to model multivariate data using copulas.

Dancenet ⭐ 453

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Nips14 Ssl ⭐ 414

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

Focal Frequency Loss ⭐ 407

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

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

Pytorch Generative ⭐ 355

Easy generative modeling in PyTorch.

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

Cppn Gan Vae Tensorflow ⭐ 316

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

Evodiff ⭐ 313

Generation of protein sequences and evolutionary alignments via discrete diffusion models

Ml Gmpi ⭐ 296

Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)

Diffusion Point Cloud ⭐ 295

💭 Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)

Dreamgpt ⭐ 293

Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.

Multimodal Garment Designer ⭐ 288

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

Synthseg ⭐ 267

Contrast-agnostic segmentation of MRI scans

Gt4sd Core ⭐ 264

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

Diffusion Classifier ⭐ 255

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

Normalizing Flows ⭐ 255

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

Stacked Generative Adversarial Networks

Freenoise ⭐ 236

[ICLR 2024] Code for FreeNoise based on VideoCrafter

Molecule Generation ⭐ 229

Implementation of MoLeR: a generative model of molecular graphs which supports scaffold-constrained generation

Diffsbdd ⭐ 227

A Euclidean diffusion model for structure-based drug design.

Single cell perturbation prediction

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

Portaspeech ⭐ 211

PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech

Mxnet Gan ⭐ 210

MultiGPU enabled image generative models (GAN and DCGAN)

Ladi Vton ⭐ 199

This is the official repository for the paper "LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On". ACM Multimedia 2023

Triple Gan ⭐ 199

Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing

Scene Diffuser ⭐ 196

Official implementation of CVPR23 paper "Diffusion-based Generation, Optimization, and Planning in 3D Scenes"

Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"

Relaydiffusion ⭐ 180

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

Joligen ⭐ 180

Generative AI Image Toolset with GANs and Diffusion for Real-World Applications

Vincent Ai Artist ⭐ 173

Style transfer using deep convolutional neural nets

Fewshot Font Generation ⭐ 170

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).

Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs

Gesturegan ⭐ 164

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Twostagevae ⭐ 160

Artbench ⭐ 155

Benchmarking Generative Models with Artworks

Interdiff ⭐ 154

[ICCV 2023] Official PyTorch implementation of the paper "InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion"

Vae_vampprior ⭐ 151

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

Grabnet ⭐ 150

GrabNet: A Generative model to generate realistic 3D hands grasping unseen objects (ECCV2020)

Diffusevae ⭐ 149

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

Deceived ⭐ 148

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Latent Pose Reenactment ⭐ 145

The authors' implementation of the "Neural Head Reenactment with Latent Pose Descriptors" (CVPR 2020) paper.

Disentangled Person Image Generation ⭐ 143

Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"

Official implementation of Dynamical VAEs

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

Pytorch implementation of Generated Image Quality Assessment

Vae Seq ⭐ 137

Variational Auto-Encoders in a Sequential Setting.

Feed_forward_vqgan_clip ⭐ 135

Feed forward VQGAN-CLIP model, where the goal is to eliminate the need for optimizing the latent space of VQGAN for each input prompt

Thechosenone ⭐ 134

Unofficial implementation of the paper "The Chosen One: Consistent Characters in Text-to-Image Diffusion Models"

Semantic_image_inpainting ⭐ 132

Semantic Image Inpainting

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

Conditional Gan ⭐ 130

Anime Generation

Lamda Ssl ⭐ 130

30 Semi-Supervised Learning Algorithms

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation

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

Net2net ⭐ 128

Network-to-Network Translation with Conditional Invertible Neural Networks

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

Stylegan2 Flax Tpu ⭐ 123

🖼 Training StyleGAN2 on TPUs in JAX

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

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