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材料科学
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Diffusion model
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Awesome-Diffusion-Models:
A collection of resources and papers on Diffusion Models

Diffusion Model:比“GAN"还要牛逼的图像生成模型!(B站)
  基于 pytorch 动手实现 diffusion model
AI博士由浅入深了解扩散模型Diffusion Model (B站) latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
什么是 Diffusion Models/扩散模型? (B站) denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Diffusion-Tensorflow
Tensorflow implementations of Diffusion models (DDPM, DDIM)
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models

stable-diffusion
A latent text-to-image diffusion model

awesome-stable-diffusion
This is a list of software and resources for the Stable Diffusion AI model.
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models
Tijin Yan, Hongwei Zhang, Tong Zhou, Yufeng Zhan, Yuanqing Xia arXiv 2021. [Paper] [Github]

denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Models in PyTorch
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf
ICLR 2021. [Paper] [Github]
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and se…
minDiffusion
Self-contained, minimalistic implementation of diffusion models with Pytorch.
denoising-diffusion-model
A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
Diffusion-Models-pytorch
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

denoising_diffusion
This is an unofficial implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning). For a brief introduction to diffusion models, see my blog post.
diffuse
PyTorch implementation of diffusion models.

pytorch-diffusion
A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'
由浅入深了解Diffusion Model Diffusion-Models-Papers-Survey-Taxonomy
扩散模型 - Diffusion Model【李宏毅2023 (1) Diffusion-LM Improves Controllable Text Generation (paper)
扩散模型 - Diffusion Model【李宏毅2023 (2) DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
扩散模型 - Diffusion Model【李宏毅2023 (3) Diffusion Models: A Comprehensive Survey of Methods and Applications
扩散模型 - Diffusion Model【李宏毅2023 (4) 中英文字幕】吴恩达-扩散模型diffusion的工作原理
扩散模型 - Diffusion Model【李宏毅2023 (5) 2023公认最通俗易的扩散模型
扩散模型 - Diffusion Model【李宏毅2023 (6) DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models (Paper)
【AI绘画 Diffusion 扩散模型】万字长文硬核解读 DiffuSeq (Github)
  23 款神经网络的设计和可视化工具(8.12 更新)
   
   
   
   
   
   
   
   
   

 


Diffusion model

对比学习是一种自监督学习方法,用于在没有标签的情况下,通过让模型学习哪些数据点相似或不同来学习数据集的一般特征。

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