Pyramid Diffusion Models for Low-light Image Enhancement. - Dewei Zhou; Zongxin Yang; Yi Yang 001 (IJCAI, 2023)

MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis. - Dewei Zhou; You Li; Fan Ma; Xiaoting Zhang; Yi Yang 001 (CVPR, 2024)

MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis. - Dewei Zhou; You Li; Fan Ma; Zongting Zhang; Yi Yang 001 (CoRR, 2024)

3DIS: Depth-Driven Decoupled Instance Synthesis for Text-to-Image Generation. - Dewei Zhou; Ji Xie; Zongxin Yang; Yi Yang 001 (CoRR, 2024)

3DIS: Depth-Driven Decoupled Image Synthesis for Universal Multi-Instance Generation. - Dewei Zhou; Ji Xie; Zongxin Yang; Yi Yang 001 (ICLR, 2025)

3DIS-FLUX: simple and efficient multi-instance generation with DiT rendering. - Dewei Zhou; Ji Xie; Zongxin Yang; Yi Yang 001 (CoRR, 2025)

DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models. - Dewei Zhou; Mingwei Li; Zongxin Yang; Yi Yang 001 (CoRR, 2025)

MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis. - Dewei Zhou; You Li; Fan Ma; Zongxin Yang; Yi Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)