Xavier's starred repositories
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
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
Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
consistency_models
Official repo for consistency models.
Tune-A-Video
[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
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)
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
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
Shifted_Diffusion
Code for Shifted Diffusion for Text-to-image Generation (CVPR 2023)
denoising-diffusion-gan-Tensorflow
Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)