3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering
Research paper by Dewei Zhou and collaborators. Published 2025-01-09. Topics: multi-instance generation, adapter-based methods, Depth-Driven Decoupled Instance Synthesis (3DIS), U-Net, SD1.5.
Resource information
- Authors
- Dewei Zhou, Ji Xie, Zongxin Yang, Yi Yang
- Research topics
- multi-instance generation, adapter-based methods, Depth-Driven Decoupled Instance Synthesis (3DIS), U-Net, SD1.5, SD2, SDXL, FLUX, FLUX.1-Depth-dev, Joint Attention mechanism, Attention Mask
- Publication date
- 2025-01-09
- Publication
- arXiv
- License
- CC BY 4.0
- Last record update
- Nov 3, 2026