subject-driven-generation topic

Papers and resources on Controllable Generation using Diffusion Models, including ControlNet, DreamBooth, IP-Adapter.

atfortes

[ECCV 2024 Oral 🔥] Arc2Face: A Foundation Model for ID-Consistent Human Faces ------------------------ [ICCVW 2025] ID-Consistent, Precise Expression Generation with Blendshape-Guided Diffusion

foivospar

Official implementation of the ECCV paper "SwapAnything: Enabling Arbitrary Object Swapping in Personalized Visual Editing"

eric-ai-lab

Compositional Inversion for Stable Diffusion Models (AAAI 2024)

zhangxulu1996

A generalized framework for subspace tuning methods in parameter efficient fine-tuning.

Chongjie-Si

[ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

bytedance

In-context subject-driven image generation while preserving foreground fidelity

FotographerAI

Implementation of paper: Flux Already Knows – Activating Subject-Driven Image Generation without Training

bytedance

Get familiar with different fine-tuning techniques for text-to-image models, and learn how to teach a diffusion model a concept of your choosing

pyladiesams