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.

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

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

A novel zero-shot image harmonization method based on Diffusion Model Prior.

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

This repository contains the implementation of DreamBooth with Stable Diffusion. You can also find instructions to train a model on a vast.ai instance.

[ICASSP'24] Investigating Personalization Methods in Text to Music Generation

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

Custom Textual-Inversion for Stable-Diffusion models with Keras.

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

This is a repo providing same stable diffusion experiments, regarding textual inversion task and captioning task

Automates the setup and installation of invoke-training on Windows, Mac, and Linux.

Subject-Driven Generation Techniques for Stable Diffusion Model. A modern approach to data augmentation. Master's Thesis. Technical University of Denmark - DTU