Dewei Zhou

MIGC. [CVPR 2024 Highlight] MIGC and [TPAMI 2024] MIGC++ (Official Implementation)

3DIS. [ICLR 2025 spotlight] 3DIS: Depth-Driven Decoupled Instance Synthesis for Text-to-Image Generation

RefineAnything. Python

PyDIff. [IJCAI 2023 ORAL] "Pyramid Diffusion Models For Low-light Image Enhancement" (Official Implementation)

DreamRenderer. [ICCV 2025] DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models (official implement)

BideDPO. [ICLR 2026] BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment