textual-inversion

A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation

[ACM MM 2023] - LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On

A collection of tutorials about training and generating with Stable Diffusion.

Official Implementation for "A Neural Space-Time Representation for Text-to-Image Personalization" (SIGGRAPH Asia 2023)

Stable Diffusion Regularization Images in 512px, 768px and 1024px on 1.5, 2.1 and SDXL 1.0 checkpoints

Fast finetuning using a booster model that puts the initial state to a local minimum

[ECCV2024] PartCraft: Crafting Creative Objects by Parts

Fine-tuning of diffusion models

A Diffusion training toolbox based on diffusers and existing SOTA methods, including Dreambooth, Texual Inversion, LoRA, Custom Diffusion, XTI, ....

[ICLR 2025] - Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion

Pre-rendered regularization images of men and women, mainly faces, seeking to generate more realistic images (without wax skin)

Curated aesthetic embedding collection for Stable Diffusion — style transfer, quality scoring & visual fine-tuning