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06/01/2023
AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation
During interactive segmentation, a model and a user work together to del...
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03/29/2023
Point2Vec for Self-Supervised Representation Learning on Point Clouds
Recently, the self-supervised learning framework data2vec has shown insp...
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12/01/2022
3D Segmentation of Humans in Point Clouds with Synthetic Data
Segmenting humans in 3D indoor scenes has become increasingly important ...
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10/06/2022
Mask3D for 3D Semantic Instance Segmentation
Modern 3D semantic instance segmentation approaches predominantly rely o...
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10/05/2021
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
We present Mix3D, a data augmentation technique for segmenting large-sca...
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04/02/2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes
We propose DualConvMesh-Nets (DCM-Net) a family of deep hierarchical con...
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04/03/2019
3D-BEVIS: Birds-Eye-View Instance Segmentation
Recent deep learning models achieve impressive results on 3D scene analy...
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10/02/2018