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Hyperspectral and lidar data land-use classification using parallel transformers 会议论文
, 线上会议, 2022-7-17 -> 2022-7-22
Authors:  Yuxuan, Hu;  Hao, He;  Lubin, Weng
Adobe PDF(1565Kb)  |  Favorite  |  View/Download:62/7  |  Submit date:2022/06/15
Hyperspectral  LiDAR  Data Fusion  Transformer  Crossmodal  
边缘信息辅助的图像分割方法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  何昊
Adobe PDF(63434Kb)  |  Favorite  |  View/Download:45/4  |  Submit date:2022/06/14
语义分割  实例分割  边缘检测  
VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
Authors:  Hao, Wangli;  Guan, He;  Zhang, Zhaoxiang
Favorite  |  View/Download:32/0  |  Submit date:2022/06/10
Task analysis  Instruments  Visualization  Image reconstruction  Generators  Decoding  Generative adversarial networks  Cross modality  cross-modal generation  mutual generation  visual and audio  
APRIL: Finding the Achilles' Heel on Privacy for Vision Transformers 会议论文
, New Orleans, Louisiana, USA, 2022-6
Authors:  Jiahao, Lu;  Xi Sheryl, Zhang;  Tianli, Zhao;  Xiangyu, He;  Jian Cheng
Adobe PDF(2770Kb)  |  Favorite  |  View/Download:36/3  |  Submit date:2022/06/23
Trustworthy AI  Privacy-preserving machine learning  
Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 1665-1678
Authors:  Mao, Qianren;  Li, Jianxin;  Peng, Hao;  He, Shizhu;  Wang, Lihong;  Yu, Philip S.;  Wang, Zheng
Favorite  |  View/Download:10/0  |  Submit date:2022/07/25
Fact consistency  graph neural network  language model  pointer network  text summarization  
Improvement of the Classification Accuracy of Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces by Combining L1-MCCA with SVM 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 23, 页码: 13
Authors:  Gao, Yuhang;  Si, Juanning;  Wu, Sijin;  Li, Weixian;  Liu, Hao;  Chen, Jianhu;  He, Qing;  Zhang, Yujin
Favorite  |  View/Download:20/0  |  Submit date:2022/02/16
steady-state visual evoked potential (SSVEP)  brain-computer interface (BCI)  l1-regularized multiway canonical correlation analysis (L1-MCCA)  support vector machine (SVM)  particle swarm optimization (PSO)  
Enhanced Boundary Learning for Glass-like Object Segmentation 会议论文
, 线上会议, 2021-10-11 -> 2021-10-17
Authors:  Hao, He;  Xiangtai, Li;  Guangliang, Cheng;  Jianping, Shi;  Yunhai, Tong;  Gaofeng, Meng;  Véronique Prinet;  LuBin, Weng
Adobe PDF(7575Kb)  |  Favorite  |  View/Download:31/3  |  Submit date:2022/06/14
Semantic Segmentation  Glass-like Object Segmentation  Boundary Processing  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  Favorite  |  View/Download:27/0  |  Submit date:2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)  
多语言神经机器翻译的同步交互式解码方法研究 研究报告
2021
Authors:  何灏
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Multi -task contrastive learning for automatic CT and X-ray diagnosis of COVID-19 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 12
Authors:  Li, Jinpeng;  Zhao, Gangming;  Tao, Yaling;  Zhai, Penghua;  Chen, Hao;  He, Huiguang;  Cai, Ting
Favorite  |  View/Download:79/0  |  Submit date:2021/05/06
Computed tomography  X-ray  COVID-19  Deep learning  Multi-task learning  Contrastive learning