Topic: "generative-modeling"
janosh/awesome-normalizing-flows
Awesome resources on normalizing flows.
Language: Python - Size: 158 KB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 1,527 - Forks: 128
LituRout/RF-Inversion
Rectified Flow Inversion (RF-Inversion) - ICLR 2025
Language: Python - Size: 12.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 363 - Forks: 15
koba-jon/pytorch_cpp
Deep Learning sample programs using PyTorch in C++
Language: C++ - Size: 870 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 225 - Forks: 49
IBM/regression-transformer
Regression Transformer (2023; Nature Machine Intelligence)
Language: Python - Size: 4.69 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 157 - Forks: 22
hmdolatabadi/denoising_diffusion
Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)
Language: Python - Size: 21 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 87 - Forks: 12
adobe-research/SuperGaussian
ECCV 2024 SuperGaussian for generic 3D upsampling
Language: Python - Size: 35.4 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 63 - Forks: 2
haiciyang/LaDiffCodec
Official repo of ICASSP 2024 paper - Generative De-Quantization for Neural Speech Codec via Latent Diffusion.
Language: Python - Size: 22.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 48 - Forks: 3
jarridrb/DEM
Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
Language: Python - Size: 36 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 46 - Forks: 6
SHI-Yu-Zhe/generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
Size: 992 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 7
Regenerator/dpf-nets
Flow-based generative model for 3D point clouds.
Language: Python - Size: 89.8 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 5
LituRout/OptimalTransportModeling
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
Language: Jupyter Notebook - Size: 21.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 9
volagold/nce
Noise Contrastive Estimation (NCE) in PyTorch
Language: Python - Size: 6.03 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 32 - Forks: 4
LouisRouss/DiffuLab
DiffuLab is designed to provide a simple and flexible way to train diffusion models while allowing full customization of its core components.
Language: Python - Size: 1.03 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 26 - Forks: 0
janosh/torch-mnf
Multiplicative Normalizing Flows in PyTorch.
Language: Python - Size: 1.37 MB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 24 - Forks: 2
swyoon/Diffusion-by-MaxEntIRL
The official repository for NeurIPS 2024 Oral <Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models>
Language: Python - Size: 235 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 21 - Forks: 2
hmdolatabadi/LRS_NF
[AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".
Language: Python - Size: 662 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 5
giulio98/functional-diffusion-processes
Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).
Language: Python - Size: 4.58 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 1
BIT-DA/DUSA
[NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation
Language: Python - Size: 7.06 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 0
anish-lakkapragada/FaceMorpher
Watch faces morph into each other with StyleGAN 2, StyleGAN, and DCGAN!
Language: Python - Size: 210 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 0
scDiffEq/scDiffEq
Language: Python - Size: 22.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 1
hkchengrex/C2OT
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 7 - Forks: 1
krisrs1128/generative_review
Code accompanying "Generative Models: An Interdisciplinary Perspective"
Language: HTML - Size: 8.56 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2
highfem/tqdne
Generative modeling of seismic waveforms
Language: Jupyter Notebook - Size: 810 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 6 - Forks: 2
rf-inversion/rf-inversion.github.io
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
Language: HTML - Size: 206 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 5 - Forks: 0
chao1224/AssembleFlow
Code for AssembleFlow, ICLR 2025
Language: Python - Size: 406 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 1
darioShar/DLPM
ICLR25 | Official code base for Denoising Levy Probabilistic Models (DLPM)
Language: Python - Size: 22.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0
XinyiYS/CML-RewardDistribution
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Language: Python - Size: 169 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0
milenagazdieva/LightUnbalancedOptimalTransport
PyTorch implementation of "Light Unbalanced Optimal Transport" (NeurIPS 2024)
Language: Jupyter Notebook - Size: 23.3 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0
mhannani/ggm
synthesising Gnawa music (GGm) using WaveGan, a special kind of Adversarial Generative Networks (GANs).
Language: JavaScript - Size: 19 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0
sayakpaul/GAN-Hacks
Contains my experimentations with the popular GAN architectures and training methods.
Language: Jupyter Notebook - Size: 122 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0
appeler/naamkaran
generative model for names
Language: Jupyter Notebook - Size: 1.17 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 2 - Forks: 0
zilaeric/asyrp-extension
Reproduction and extension of "Diffusion Models Already Have a Semantic Latent Space" by Kwon et al. (2023).
Language: Jupyter Notebook - Size: 297 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1
cosmoduende/r-generative-art
StrangeR things: Creating Generative Art… with R?. How to create Generative Art without much effort and without being an artist with the "aRtsy" package
Language: R - Size: 1.99 MB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2
Shimanogov/kissde
This is keep-it-simple-and-stupid realization of Score-Based Generative Modeling through Stochastic Differential Equations.
Language: Python - Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0
morris-frank/unsupervised-source-separation
Code for 2011.01761
Language: Python - Size: 660 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
Akomand/Causal-Generative-Modeling-Survey
A Survey on Causal Generative Modeling (TMLR 2024)
Size: 91.8 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
chris-santiago/bookmarks-topics
Using unsupervised learning and language modeling to cluster and reorganize web bookmarks.
Language: Jupyter Notebook - Size: 290 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
jiajiexiao/SeqInfer
A Python library to infer from sequences
Language: Python - Size: 138 KB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
TADSGroup/KernelODETransport
Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling"
Language: Python - Size: 1.33 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
edwinthomas444/cheese_advertisement_generator
An LLM based tool for generation of cheese advirtisements
Language: Jupyter Notebook - Size: 7.59 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
musialski-research/LayoutEnhancer
Source code for the Paper: Layout Enahancer
Language: Python - Size: 84.6 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
arpitamisal/MBTI_Personality_Prediction
Text classification model to predict MBTI personality types using user forum data
Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0
egeyavuzcan/diffusion-flow-models-research
A comprehensive collection of research papers and resources on diffusion&flow based models, systematically organized by application and architecture. It highlights cutting-edge advances in flow-guided diffusion techniques for image, video, and multimodal generation.
Size: 1.95 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0
4d6174686973/circuit-design
Circuit Design based on Feature Similarity for Quantum Generative Modeling
Language: Python - Size: 695 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Amadeus-System/Amadeus-System
Size: 68.4 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
yaizasear/pLM-protein-generation
Exploring protein sequence generation of a target protein family using pretrained and fine-tuned protein language models (pLMs).
Language: Python - Size: 2.98 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
birajpandey/KernelODETransport
Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling.'
Language: Python - Size: 1.37 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
MarieOestreich/PRO-GENE-GEN
This repository contains the implementation for "Towards Biologically Plausible and Private Gene Expression Data Generation" (accepted at PoPETs 2024)
Language: Jupyter Notebook - Size: 6.98 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
kunaldudhavat/Personalized-text-to-image-generator
Implementation of the personalized image to text generation framework proposed in the paper: VICO: Plug and Play Visual Condition for Personalized Text-to-Image Generation
Language: Python - Size: 32.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
ml-dev-world/sonic-synth
This repository is a comprehensive guide and toolkit for music generation, featuring diverse algorithms, deep learning models, and creative techniques to inspire and assist in the composition of unique musical pieces.
Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
JakobHavtorn/benchmarking-lvms
Official source code repository for the paper "Benchmarking Generative Latent Variable Models for Speech"
Language: Python - Size: 90.8 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
tqch/poisson-jump
Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023, Poster)
Language: Python - Size: 5.9 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
mvinyard/brownian-diffuser
Forward integrate torch neural networks
Language: Python - Size: 28.3 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
LukasDrews97/gan_evaluation
Synthetic Image Generation using Generative Adversarial Networks (GANs)
Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
j-gavran/glow_higgs_generation
Generating synthetic event distributions using flows.
Language: Python - Size: 176 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
ivallesp/VAE
Variational Autoencoders simple implementation
Language: Python - Size: 2.17 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
