Search Results for author: Duowen Chen

Found 3 papers, 2 papers with code

MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery

1 code implementation CVPR 2023 Duowen Chen, Yunhao Bai, Wei Shen, Qingli Li, Lequan Yu, Yan Wang

Our strategy encourages unlabeled images to learn organ semantics in relative locations from the labeled images (cross-branch) and enhances the learning ability for small organs (within-branch).

Anatomy Data Augmentation +4

AutoMate: A Dataset and Learning Approach for Automatic Mating of CAD Assemblies

no code implementations25 May 2021 Benjamin Jones, Dalton Hildreth, Duowen Chen, Ilya Baran, Vladimir G. Kim, Adriana Schulz

To train our system, we compiled the first large scale dataset of BREP CAD assemblies, which we are releasing along with benchmark mate prediction tasks.

Representation Learning

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