XavierXiao

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

TaskMatrix

ControlNet

Let us control diffusion models!

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

IF

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

consistency_models

Official repo for consistency models.

ai-notes

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

Tune-A-Video

[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation

prompt-to-prompt

VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

custom-diffusion

Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

stable-diffusion

InstaFlow

:zap: InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

ImageReward

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

Attend-and-Excite

Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)

denoising-diffusion-gan

Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804

PIDM

Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

svdiff-pytorch

Implementation of "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning"

DiffuseVAE

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

mildlyoverfitted

Paper implementations from scratch and machine learning tutorials

e4t-diffusion

Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models

glid-3-xl-stable

stable diffusion training

Stable-textual-inversion_win

Lafite

Code for paper LAFITE: Towards Language-Free Training for Text-to-Image Generation (CVPR 2022)

Shifted_Diffusion

Code for Shifted Diffusion for Text-to-image Generation (CVPR 2023)

VAEBM

The Official PyTorch Implementation of "VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models" (ICLR 2021 spotlight paper)

denoising-diffusion-gan-Tensorflow

Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)