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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)
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View/Download:103/10
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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)
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View/Download:78/4
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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
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View/Download:62/0
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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)
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View/Download:70/5
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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
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View/Download:27/0
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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
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View/Download:48/0
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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)
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View/Download:55/4
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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)
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View/Download:58/1
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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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View/Download:171/25
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Submit date:2021/07/14
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
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View/Download:98/0
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Submit date:2021/05/06
Computed tomography
X-ray
COVID-19
Deep learning
Multi-task learning
Contrastive learning