Search Results for author: Jinchao Ge

Found 3 papers, 3 papers with code

BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset

1 code implementation22 Aug 2023 Biao Wu, Yutong Xie, Zeyu Zhang, Jinchao Ge, Kaspar Yaxley, Suzan Bahadir, Qi Wu, Yifan Liu, Minh-Son To

Intracranial hemorrhage (ICH) is a pathological condition characterized by bleeding inside the skull or brain, which can be attributed to various factors.

Image Segmentation Medical Image Segmentation +2

BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation

1 code implementation13 Jun 2023 Liyang Liu, Zihan Wang, Minh Hieu Phan, BoWen Zhang, Jinchao Ge, Yifan Liu

Current knowledge distillation approaches in semantic segmentation tend to adopt a holistic approach that treats all spatial locations equally.

Knowledge Distillation Segmentation +1

Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation

1 code implementation24 Aug 2022 Jianlong Yuan, Jinchao Ge, Zhibin Wang, Yifan Liu

More specifically, we use the pseudo-labels generated by a mean teacher to supervise the student network to achieve a mutual knowledge distillation between the two branches.

Knowledge Distillation Pseudo Label +1

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