Search Results for author: Zihua Wang

Found 3 papers, 2 papers with code

Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation

1 code implementation5 Jun 2023 Yang Zhou, Yongjian Wu, Zihua Wang, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yubo Fan, Yan Xu

Experiments on three datasets demonstrate the good generality of our method, which outperforms other image-level weakly supervised methods for nuclei instance segmentation, and achieves comparable performance to fully-supervised methods.

Instance Segmentation Multi-Task Learning +4

Transforming Visual Scene Graphs to Image Captions

1 code implementation3 May 2023 Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang

In TSG, we apply multi-head attention (MHA) to design the Graph Neural Network (GNN) for embedding scene graphs.

Attribute Descriptive +1

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