Zhou, Dewei

6 publications

ICLR 2026 BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment Dewei Zhou, Mingwei Li, Zongxin Yang, Yu Lu, Yunqiu Xu, Zhizhong Wang, Zeyi Huang, Yi Yang

ICLR 2026 ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation Ruihang Xu, Dewei Zhou, Fan Ma, Yi Yang

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

ICCV 2025 DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models Dewei Zhou, Mingwei Li, Zongxin Yang, Yi Yang

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

IJCAI 2023 Pyramid Diffusion Models for Low-Light Image Enhancement Dewei Zhou, Zongxin Yang, Yi Yang