Zhening Huang

I'm currently a PhD student in Information Engineering at the University of Cambridge, working with Professor Joan Lasenby.

My general research interest lies in 3D computer vision, especially in 3D Open-world Perception, high-fidelity 3D/4D Reconstruction and 3D Generation.

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• [July 2024] OpenIns3D is accepted at ECCV 2024. Thanks to all the collaborators.
• [April 2024] Attended BMVA symposium on Multimodal Learning in London. OpenIns3D got the Best Paper Award!
• [Sep. 2023] We released OpenIns3d, the first 2D-input free pipeline for open-world 3D instance segmentation.
• [Jan. 2023] Started a 3-month internship at Toshiba Cambridge AI Lab, working on language interaction with point clouds.
• [May 2022] Very lucky to be the 2022 Girton Postgraduate Research Award recipient!
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Selected publication

TLDR: OpenIns3D proposes a "mask-snap-lookup" scheme to achieve 2D-input-free 3D open-world scene understanding, which attains SOTA performance across datasets, even with fewer input prerequisites.

Design and source code from Jon Barron's website