Peng Dai

Peng Dai is a third-year Ph.D. student at CVMI Lab, Department of Electrical and Electronic Engineering, The University of Hong Kong (HKU). His supervisor is Prof. Xiaojuan Qi. His research interest includes computer vision and computer graphics. Recently, he focuses on neural rendering. He also works closely with Dr. Yinda Zhang and Dr. Zhuwen Li.

Before that, he obtained his Master and Bachelor degrees from University of Electronic Science and Technology of China (UESTC) in 2020 and 2017, respectively, advised by Prof. Shuaicheng Liu and Prof. Bing Zeng.

Email / Google Scholar / Github

Research

	DreamStone : Image as Stepping Stone for Text-Guided 3D Shape Generation Zhengzhe Liu, Peng Dai, Ruihui Li, Xiaojuan Qi, Chi-Wing Fu IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI 2023 paper / project page / code
	Texture Generation on 3D Meshes with Point-UV Diffusion Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Xiaojuan Qi International Conference on Computer Vision, ICCV 2023 Oral paper / project page / code
	Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi International Conference on Computer Vision, ICCV 2023 paper / project page / code
	Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur Peng Dai, Yinda Zhang, Xin Yu, Xiaoyang Lyu, Xiaojuan Qi Computer Vision and Pattern Recognition, CVPR 2023 paper / project page / code
	ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation Zhengzhe Liu, Peng Dai, Ruihui Li, Xiaojuan Qi, Chi-Wing Fu International Conference on Learning Representations, ICLR 2023 Spotlight paper / project page / code
	Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi European Conference on Computer Vision, ECCV 2022 paper / project page / code
	Video Demoireing with Relation-Based Temporal Consistency Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi Computer Vision and Pattern Recognition, CVPR 2022 paper / project page / code
	Neural Point Cloud Rendering via Multi-Plane Projection Peng Dai, Yinda Zhang, Zhuwen Li, Shuaicheng Liu, Bing Zeng Computer Vision and Pattern Recognition, CVPR 2020* paper / project page / code
	PBR-Net: Imitating Physically Based Rendering using Deep Neural Network Peng Dai, Zhuwen Li, Yinda Zhang, Shuaicheng Liu, Bing Zeng IEEE Transactions on Image Processing, TIP 2020 paper / project page
	Neural-Based Rendering and Application Peng Dai ACM International Conference on Multimedia, ACM MM 2021 (Doctoral Symposium) paper