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GitHub topics: ddim

chairc/Integrated-Design-Diffusion-Model

IDDM (Industrial, landscape, animate, spectrogram...), support DDPM, DDIM, PLMS, webui and distributed training. Pytorch实现扩散模型,生成模型,分布式训练

Language: Python - Size: 2.73 MB - Last synced at: 3 days ago - Pushed at: 17 days ago - Stars: 204 - Forks: 25

NaughtFound/DiffusionModel

Different Implementation of Diffusion Models

Language: Python - Size: 153 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

LoqmanSamani/TorchDiff

A PyTorch-based library for diffusion models

Language: Python - Size: 163 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 1

AshishKumar4/FlaxDiff

A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

Language: Jupyter Notebook - Size: 238 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 25 - Forks: 0

gmongaras/Diffusion_models_from_scratch

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

Language: Python - Size: 190 MB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 355 - Forks: 28

ModelTC/TFMQ-DM

[CVPR 2024 Highlight] This is the official PyTorch implementation of "TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models".

Language: Jupyter Notebook - Size: 118 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 61 - Forks: 4

lmxyy/sige

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

Language: Python - Size: 43 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 265 - Forks: 12

BarqueroGerman/BeLFusion

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

Language: Python - Size: 7.97 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 118 - Forks: 10

TalkUHulk/ddim_scheduler_cpp

This project provides a cross-platform C++ ddim scheduler library that is consistent with the Diffusers:DDIMScheduler interface.

Language: C++ - Size: 2.21 MB - Last synced at: 17 days ago - Pushed at: 11 months ago - Stars: 8 - Forks: 1

Xiuyu-Li/q-diffusion

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

Language: Python - Size: 5.97 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 347 - Forks: 24

JieChungChen/NanoCT_background_correction_on_DDPM

Use DDPM to remove backgrounds from Transmission X-ray Microscopy (TXM) images

Language: Python - Size: 16 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

pintamonas4575/TFG-Diffusion-Model-CustomDataset

Creación en Pytorch de un modelo de difusión para generación incondicional de imágenes con un dataset propio.

Language: Jupyter Notebook - Size: 92 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

rmgogogo/nano-aigc

Generative models nano version for fun. No STOA here, nano first.

Language: Jupyter Notebook - Size: 2.1 MB - Last synced at: 5 days ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

AndranikSargsyan/Edufusion

DIY Stable Diffusion 1.5 implementation with minimal dependencies.

Language: Python - Size: 606 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

op1009/diff-anomaly

Diffusion Model for Brain Anomaly detection

Language: Python - Size: 1.46 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

JieChungChen/Diffusion-Model-Learning-Record

中文記錄Diffusion相關模型的知識,並用自己的習慣重新整理各種奇怪版本、可讀性糟糕的code

Language: Python - Size: 22.5 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

KimRass/DDIM

PyTorch implementation of 'DDIM' (Jiaming Song et al., 2020).

Language: Python - Size: 23.8 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

AshishKumar4/ml-poc-notebooks

Just some notebooks I wrote to research some fun stuff in hobby time

Language: Jupyter Notebook - Size: 187 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

AkiRusProd/numpy-diffusion

A numpy Denoising Diffusion Probabilistic Model (DDPM) implementation

Language: Python - Size: 7.97 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

parham1998/Simple_Diffusion_Model

Implementation of a simple Diffusion model on Sprite dataset with PyTorch library

Language: Python - Size: 29.2 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

taehoon-yoon/Diffusion

PyTorch implementation for DDPM & DDIM

Language: Python - Size: 94 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 0

parkjjoe/ddim-activations Fork of keras-team/keras-io

Performance Comparisons of Denoising Diffusion Models According to Activation Functions

Language: Python - Size: 434 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

diegovalsesia/MMD-DDM

Fast Inference in Denoising Diffusion Models via MMD Finetuning

Language: Python - Size: 1.35 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 4

GiannisPikoulis/dsml-thesis

Code repo for NTUA DSML MSc thesis

Language: Python - Size: 465 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Tejomay128/text_diffusion

Code to implement diffusion models for text generation

Language: Python - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

GlassyWing/TorchDiffusion

One Diffusion model implementation base on LibTorch

Language: C++ - Size: 1.17 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 1

KyujinHan/Tune-A-VideKO

한국어 기반 One-shot video tuning with Stable Diffusion

Language: Jupyter Notebook - Size: 74.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Hramchenko/image2ddim

Image starting noise reconstruction for Denoising Diffusion Implicit Models(DDIMs)

Language: Jupyter Notebook - Size: 2.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

leaderj1001/DiffusionModel

Re-implementating Diffusion model using Pytorch

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

Related Keywords
ddim 29 ddpm 19 diffusion-models 18 pytorch 10 diffusion 9 stable-diffusion 7 deep-learning 5 image-generation 4 latent-diffusion 4 machine-learning 3 ldm 3 generative-ai 2 denoising-diffusion 2 post-training-quantization 2 quantization 2 neural-network 2 generative-models 2 clip 2 gan 2 distributed-training 2 libtorch 1 generative-adversarial-network 1 artificial-neural-networks 1 one-shot-learning 1 artificial-intelligence 1 celeba 1 tutorial 1 text-to-image 1 healthcare 1 educational 1 diy 1 vq-vae 1 vit 1 variational-autoencoder 1 vae 1 rope 1 rmsnorm 1 multiqueryattention 1 llama2 1 llama 1 huggingface 1 gpt2 1 gemma 1 text-to-video 1 rectified-flow 1 diffusion-for-text 1 talking-face-generation 1 lip-reading 1 rotary 1 face-reenactment 1 maximum-mean-discrepancy 1 dnn 1 denoising 1 activation 1 generative-model 1 rotary-2d-position-embedding 1 u-net 1 rotary-2d-position-encoding 1 rotary-position-embedding 1 rotary-position-encoding 1 diffusion-model 1 tensorflow2 1 simulated-annealing 1 progan 1 neural-networks-from-scratch 1 korean 1 multilayer-perceptron-network 1 keras 1 conditional-vae 1 conditional-gans 1 conditional-gan 1 acceleration 1 highlight 1 cvpr2024 1 cvpr 1 imagenet 1 classifier-free-guidance 1 unet 1 tensorflow 1 score-based-generative-modeling 1 karras 1 jax 1 image2image 1 flax 1 edm 1 attention 1 ai-research 1 sde 1 idm 1 cdm 1 stochastic-differential-equations 1 cfg 1 plms 1 aigc 1 conditional-diffusion 1 bert 1 gpu 1 custom-dataset 1 cuda 1 cosine-scheduler 1