yusufdalva

project-based-learning

Curated list of project-based tutorials

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

LLM101n

LLM101n: Let's build a Storyteller

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

generative-models

Generative Models by Stability AI

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

udlbook

Understanding Deep Learning - Simon J.D. Prince

instruct-pix2pix

transformer-debugger

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

InstantStyle

InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation 🔥

awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

genforce

An efficient PyTorch library for deep generative modeling.

StyleSDF

idinvert

[ECCV 2020] In-Domain GAN Inversion for Real Image Editing

DiffiT

[ECCV 2024] Official Repository for DiffiT: Diffusion Vision Transformers for Image Generation

inst-inpaint

A novel inpainting framework that can remove objects from images based on the instructions given as text prompts.

InfEdit

[CVPR 2024] Official implementation of CVPR 2024 paper: "Inversion-Free Image Editing with Natural Language"

Asyrp_official

official repo for Asyrp : Diffusion Models already have a Semantic Latent Space (ICLR2023)

ConceptLab

Official Implementation for "ConceptLab: Creative Generation using Diffusion Prior Constraints"

HyperDiffusion

Official code repository of "HyperDiffusion: Generating Implicit Neural Fields with Weight-Space Diffusion" @ ICCV 2023

CVPR23-E3DGE

[CVPR 2023] E3DGE: An encoder-based 3D StyleGAN inversion framework.

triplanenet

ControlNet

Generate videos that interpolate between two given images

Unsupervised-Compositional-Concepts-Discovery

[ICCV 2023] Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models

Diffusion-Pullback

Official Implementation of understanding the latent space of diffusion models through the lens of riemannian geometry (NeurIPS 2023)

awesome-gan-papers

A curated list of GAN basics for tutorial, metrics and recent GAN papers (NIPS/CVPR/ICML)

CONFORM

Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models [CVPR 2024]