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David Liu
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MMViT: Multiscale Multiview Vision Transformers


Apr 28, 2023
Yuchen Liu, Natasha Ong, Kaiyan Peng, Bo Xiong, Qifan Wang, Rui Hou, Madian Khabsa, Kaiyue Yang, David Liu, Donald S. Williamson, Hanchao Yu

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Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer


Apr 21, 2023
Yuzhen Ding, Hongying Feng, Yunze Yang, Jason Holmes, Zhengliang Liu, David Liu, William W. Wong, Nathan Y. Yu, Terence T. Sio, Steven E. Schild, Baoxin Li, Wei Liu

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* 9 figures 
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Core-Periphery Principle Guided Redesign of Self-Attention in Transformers


Mar 27, 2023
Xiaowei Yu, Lu Zhang, Haixing Dai, Yanjun Lyu, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Dajiang Zhu

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* Core-periphery, functional brain networks, ViT 
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Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain


Mar 27, 2023
Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu

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Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning


May 25, 2022
Chong Ma, Lin Zhao, Yuzhong Chen, Lu Zhang, Zhenxiang Xiao, Haixing Dai, David Liu, Zihao Wu, Zhengliang Liu, Sheng Wang, Jiaxing Gao, Changhe Li, Xi Jiang, Tuo Zhang, Qian Wang, Dinggang Shen, Dajiang Zhu, Tianming Liu

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Feature-Align Network with Knowledge Distillation for Efficient Denoising


Mar 18, 2021
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra

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RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity


Mar 16, 2021
David Liu, Zohair Shafi, William Fleisher, Tina Eliassi-Rad, Scott Alfeld

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* 12 pages 
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Feature-Align Network and Knowledge Distillation for Efficient Denoising


Mar 02, 2021
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra

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Evolving Antennas for Ultra-High Energy Neutrino Detection


May 15, 2020
Julie Rolla, Amy Connolly, Kai Staats, Stephanie Wissel, Dean Arakaki, Ian Best, Adam Blenk, Brian Clark, Maximillian Clowdus, Suren Gourapura, Corey Harris, Hannah Hasan, Luke Letwin, David Liu, Carl Pfendner, Jordan Potter, Cade Sbrocco, Tom Sinha, Jacob Trevithick

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* 8 pages including references, 6 figures, presented at 36th International Cosmic Ray Conference (ICRC 2019) 
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Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization


May 17, 2017
Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, S. Kevin Zhou, Zhoubing Xu, JinHyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris Metaxas, Dorin Comaniciu

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