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Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images


Nov 16, 2022
Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen

* Accepted to 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM'22) 

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A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning


Nov 15, 2022
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen


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Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention


Nov 11, 2022
Hao Zheng, Hui Lin, Rong Zhao, Luping Shi


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Mining SoC Message Flows with Attention Model


Sep 12, 2022
Md Rubel Ahmed, Bardia Nadimi, Hao Zheng

* 7 pages 

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Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models


Jul 01, 2022
Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen

* Accepted by MICCAI2022 

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Deep Bidirectional Transformers for SoC Flow Specification Mining


Mar 09, 2022
Md Rubel Ahmed, Hao Zheng

* 2 pages short paper 

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LTSP: Long-Term Slice Propagation for Accurate Airway Segmentation


Feb 13, 2022
Yangqian Wu, Minghui Zhang, Weihao Yu, Hao Zheng, Jiasheng Xu, Yun Gu

* Accepted by IPCAI 2022 

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BREAK: Bronchi Reconstruction by gEodesic transformation And sKeleton embedding


Jan 29, 2022
Weihao Yu, Hao Zheng, Minghui Zhang, Hanxiao Zhang, Jiayuan Sun, Jie Yang

* Accept as IEEE ISBI 2022 oral 

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Disentangled Sequence to Sequence Learning for Compositional Generalization


Oct 09, 2021
Hao Zheng, Mirella Lapata


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FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation


Sep 07, 2021
Minghui Zhang, Xin Yu, Hanxiao Zhang, Hao Zheng, Weihao Yu, Hong Pan, Xiangran Cai, Yun Gu

* Accepted at MICCAI2021-DART 

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