janosh/awesome-normalizing-flows

Awesome resources on normalizing flows.

Language: Python - Size: 160 KB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 1,541 - Forks: 130

milenagazdieva/OT-Super-Resolution

Pytorch implementation of "An Optimal Transport Perspective on Unpaired Image Super-Resolution" (JOTA 2025)

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highfem/tqdne

Generative modeling of seismic waveforms

Language: Jupyter Notebook - Size: 827 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 3

gregkseno/cot

Course on Optimal Transport in Generative Modeling

Language: SCSS - Size: 93.7 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

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: 1.27 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 28 - Forks: 0

hkchengrex/C2OT

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

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appeler/naamkaran

generative model for names

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Mk9207/Generative-Resonance-Modeling-Theory-

This theory introduces a constructive modeling method based on generative resonance, where system responses emerge from structured cyclic stimuli. It enables adaptive AI, dynamic feedback systems, and interactive intelligence. 本理論は「生成的共振」に基づく構成的モデリング手法を提示します。構造的な循環刺激によりシステム応答が創発し、適応型AI、動的フィードバック、対話型知能などへの応用が可能です。

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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.

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Amadeus-System/Amadeus-System

Size: 78.1 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

scDiffEq/scDiffEq

Language: Python - Size: 22.3 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 1

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: 3 days ago - Pushed at: 3 days ago - Stars: 55 - Forks: 3

IBM/regression-transformer

Regression Transformer (2023; Nature Machine Intelligence)

Language: Python - Size: 4.69 MB - Last synced at: 9 days ago - Pushed at: 2 months ago - Stars: 157 - Forks: 22

arpitamisal/MBTI_Personality_Prediction

Text classification model to predict MBTI personality types using user forum data

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adobe-research/SuperGaussian

ECCV 2024 SuperGaussian for generic 3D upsampling

Language: Python - Size: 35.4 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 63 - Forks: 2

volagold/nce

Noise Contrastive Estimation (NCE) in PyTorch

Language: Python - Size: 6.03 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 32 - Forks: 4

janosh/torch-mnf

Multiplicative Normalizing Flows in PyTorch.

Language: Python - Size: 1.38 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 24 - 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: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

chao1224/AssembleFlow

Code for AssembleFlow, ICLR 2025

Language: Python - Size: 406 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

4d6174686973/circuit-design

Circuit Design based on Feature Similarity for Quantum Generative Modeling

Language: Python - Size: 695 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 2

LituRout/RF-Inversion

Rectified Flow Inversion (RF-Inversion) - ICLR 2025

Language: Python - Size: 12.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 363 - Forks: 15

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: 4 months ago - Pushed at: 4 months ago - Stars: 11 - Forks: 0

darioShar/DLPM

ICLR25 | Official code base for Denoising Levy Probabilistic Models (DLPM)

Language: Python - Size: 22.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

jarridrb/DEM

Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.

Language: Python - Size: 36 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 46 - Forks: 6

milenagazdieva/LightUnbalancedOptimalTransport

PyTorch implementation of "Light Unbalanced Optimal Transport" (NeurIPS 2024)

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Akomand/Causal-Generative-Modeling-Survey

A Survey on Causal Generative Modeling (TMLR 2024)

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chris-santiago/bookmarks-topics

Using unsupervised learning and language modeling to cluster and reorganize web bookmarks.

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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: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

jiajiexiao/SeqInfer

A Python library to infer from sequences

Language: Python - Size: 138 KB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

musialski-research/LayoutEnhancer

Source code for the Paper: Layout Enahancer

Language: Python - Size: 84.6 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 1 - 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

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: about 2 years ago - Stars: 2 - Forks: 1

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

birajpandey/KernelODETransport

Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling.'

Language: Python - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

TADSGroup/KernelODETransport

Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling"

Language: Python - Size: 1.33 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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

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.

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MarieOestreich/PRO-GENE-GEN

This repository contains the implementation for "Towards Biologically Plausible and Private Gene Expression Data Generation" (accepted at PoPETs 2024)

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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: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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: almost 5 years ago - Stars: 87 - Forks: 12

JakobHavtorn/benchmarking-lvms

Official source code repository for the paper "Benchmarking Generative Latent Variable Models for Speech"

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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

LukasDrews97/gan_evaluation

Synthetic Image Generation using Generative Adversarial Networks (GANs)

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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

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: about 2 years ago - Stars: 225 - Forks: 49

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: about 3 years ago - Stars: 9 - Forks: 0

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

ivallesp/VAE

Variational Autoencoders simple implementation

Language: Python - Size: 2.17 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - 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

krisrs1128/generative_review

Code accompanying "Generative Models: An Interdisciplinary Perspective"

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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

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

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: over 3 years ago - Stars: 2 - Forks: 0

mvinyard/brownian-diffuser

Forward integrate torch neural networks

Language: Python - Size: 28.3 KB - Last synced at: 11 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: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

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: about 1 month ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

sayakpaul/GAN-Hacks

Contains my experimentations with the popular GAN architectures and training methods.

Language: Jupyter Notebook - Size: 122 MB - Last synced at: 20 days ago - Pushed at: about 5 years ago - Stars: 3 - 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