Jinming Cao

I’m currently a research fellow with the National University of Singapore, under the supervision of Prof. Roger Zimmermann . I obtained my Doctor’s Degree with the School of Computer Science and Technology, Shandong University in Mar. 2022, supervised by Prof. Changhe Tu , co-mentored by Prof. Yangyan Li from Alibaba Group. Before this, I got my B.E. degree from School of Computer Science and Technology, Ocean University of China in Jun. 2016.

Regarding my recent research experience, I'm more interested in the Computer Vision and 3D Vision.

Publications (Google Scholar)

(^* denotes corresponding author. )

ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation Jinming Cao, Hanchao Leng , Dani Lischinski , Daniel Cohen-Or , Changhe Tu^* , Yangyan Li^* Proceedings of the IEEE International Conference on Computer Vision. (ICCV) 2021 paper code
RGBxD: Learning depth-weighted RGB patches for RGB-D indoor semantic segmentation Jinming Cao, Hanchao Leng , Daniel Cohen-Or , Dani Lischinski , Ying Chen , Changhe Tu^* , Yangyan Li^* Neurocomputing, 2021. paper code
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao, Oren Katzir , Peng Jiang , Dani Lischinski , Daniel Cohen-Or , Changhe Tu^* , Yangyan Li^* arXiv preprint arXiv:1805.08019. paper code
APM: Adaptive permutation module for point cloud classification Yechao Wang , Jinming Cao, Changhe Tu^* , Yangyan Li^* CAD/Graphics. 2021. Best Paper. paper
DO-Conv: Depthwise Over-parameterized Convolutional Layer Jinming Cao, Yangyan Li *, Mingchao Sun, Ying Chen , Dani Lischinski , Daniel Cohen-Or , Baoquan Chen , Changhe Tu* IEEE Transactions on Image Processing. (TIP) 2022. paper code
SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection Zhou Qiu, Jinming Cao^*, Hanchao Leng , Yifang Yin , Yu Kun, Roger Zimmermann AAAI Conference on Artificial Intelligence. (AAAI) 2024. paper code

Experience

Mar. 2018 - May. 2018	Tel Aviv University	Research Intern	Supervised by Prof. Daniel Cohen-Or and Prof. Dani Lischinski ,
Mar. 2020 - Mar. 2021	Alibaba Group	Research Intern	Supervised by Prof. Yangyan Li

Publications (Google Scholar)

Experience

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