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Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training


Nov 05, 2022
Homgmin Cai, Wenxiong Liao, Zhengliang Liu, Xiaoke Huang, Yiyang Zhang, Siqi Ding, Sheng Li, Quanzheng Li, Tianming Liu, Xiang Li

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Spatial-Temporal Convolutional Attention for Mapping Functional Brain Networks


Nov 04, 2022
Yiheng Liu, Enjie Ge, Ning Qiang, Tianming Liu, Bao Ge

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* 5 pages, 5 figures, submitted to 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023) 

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BI AVAN: Brain inspired Adversarial Visual Attention Network


Oct 27, 2022
Heng Huang, Lin Zhao, Xintao Hu, Haixing Dai, Lu Zhang, Dajiang Zhu, Tianming Liu

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Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations


Jun 22, 2022
Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu

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Rectify ViT Shortcut Learning by Visual Saliency


Jun 17, 2022
Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu

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* NeurIPS2022 Under Review 

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Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention


May 31, 2022
Yiheng Liu, Enjie Ge, Mengshen He, Zhengliang Liu, Shijie Zhao, Xintao Hu, Dajiang Zhu, Tianming Liu, Bao Ge

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* 12 pages,6 figures, submitted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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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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Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution


May 21, 2022
Li Yang, Zhibin He, Changhe Li, Junwei Han, Dajiang Zhu, Tianming Liu, Tuo Zhang

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Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning


May 20, 2022
Yuzhong Chen, Zhenxiang Xiao, Lin Zhao, Lu Zhang, Haixing Dai, David Weizhong Liu, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang

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* 11 pages,4 figures, submitted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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