ILLLLUSION

ILLLLUSION's Stars

• f/awesome-chatgpt-prompts

  This repo includes ChatGPT prompt curation to use ChatGPT better.

  Language:HTML111k1.4k015.1k

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python53.9k4461315.6k

• floodsung/Deep-Learning-Papers-Reading-Roadmap

  Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

  Language:Python37.9k2.1k537.3k

• lucidrains/imagen-pytorch

  Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

  Language:Python8k114300757

• openai/guided-diffusion

  Language:Python6.1k143139808

• facebookresearch/DiT

  Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

  Language:Python6k4580534

• openai/glide-text2im

  GLIDE: a diffusion-based text-conditional image synthesis model

  Language:Python3.5k16644501

• mseitzer/pytorch-fid

  Compute FID scores with PyTorch.

  Language:Python3.3k1586500

• openai/improved-diffusion

  Release for Improved Denoising Diffusion Probabilistic Models

  Language:Python3.1k125131478

• YangLing0818/Diffusion-Models-Papers-Survey-Taxonomy

  Diffusion model papers, survey, and taxonomy

  2.9k538248

• Yutong-Zhou-cv/Awesome-Text-to-Image

  (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

  2.1k727186

• LuChengTHU/dpm-solver

  Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

  Language:Python1.5k2152118

• zoubohao/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 see the amazing process of denoising.

  Language:Python1.5k442156

• ermongroup/ddim

  Denoising Diffusion Implicit Models

  Language:Python1.4k1136197

• taoxugit/AttnGAN

  Language:Python1.3k32102418

• weihaox/GAN-Inversion

  [TPAMI 2022] GAN Inversion: A Survey

  Language:TeX1.1k53078

• songweige/rich-text-to-image

  Rich-Text-to-Image Generation

  Language:Python753201562

• sail-sg/MDT

  Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)

  Language:Python505185037

• hanzhanggit/StackGAN-Pytorch

  Language:Python490926146

• ankanbhunia/PIDM

  Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

  Language:Jupyter Notebook480216662

• nachifur/RDDM

  CVPR 2024: Residual Denoising Diffusion Models

  Language:Python29923027

• tobran/DF-GAN

  [CVPR2022 oral] A Simple and Effective Baseline for Text-to-Image Synthesis

  Language:Python29573767

• tobran/GALIP

  [CVPR2023] A faster, smaller, and better text-to-image model for large-scale training

  Language:Python22582825

• mrlibw/ControlGAN

  Pytorch implementation for Controllable Text-to-Image Generation.

  Language:Python16541137

• lansinuote/Diffusion_From_Scratch

  Language:Jupyter Notebook1192220

• Ha0Tang/DAGAN

  [ACM MM 2020] Dual Attention GANs for Semantic Image Synthesis

  Language:Python10941015

• YujieLu10/TIP

  Multimodal-Procedural-Planning

  Language:Python90342

• davidstap/AttnGAN

  Language:Python772037

• senmaoy/RAT-GAN

  A conditional GAN for text-to-image

  Language:Python433289

• Kyfafyd/MirrorGAN

  Reproduction of the paper MirrorGAN: Learning Text-to-image Generation by Redescription

  Language:Python252114