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检索条件"主题词=Autoencoder"
4298 条 记 录,以下是3861-3870 订阅
An Adaptive Abnormal Behavior Detection using Online Sequential Learning  22
An Adaptive Abnormal Behavior Detection using Online Sequent...
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22nd IEEE International Conference on Computational Science and Engineering (IEEE CSE) / 17th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC)
作者: Ito, Rei Tsukada, Mineto Kondo, Masaaki Matsutani, Hiroki Keio Univ Kohoku Ku 3-14-1 Hiyoshi Yokohama Kanagawa 2238522 Japan Univ Tokyo Bunkyo Ku 7-3-1 Hongo Tokyo 1138656 Japan
In the real world, normal and abnormal behavior patterns vary depending on a given environment, which means that the abnormal behavior detection model should be customized. To address this issue, in this paper, we emp... 详细信息
来源: 评论
Intention and Engagement Recognition for Personalized Human-Robot Interaction, an integrated and Deep Learning approach  4
Intention and Engagement Recognition for Personalized Human-...
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4th IEEE International Conference on Advanced Robotics and Mechatronics (ICARM)
作者: Pattar, Suraj Prakash Coronado, Enrique Ardila, Liz Rincon Venture, Gentiane Tokyo Univ Agr & Technol Dept Mech Syst Engn 2-24-16 Nakacho Koganei Tokyo Japan
The quality of the interaction between two individuals depends upon not only exchange (i.e. understanding partner's intention and reacting to it), but also on how personalized is the interaction. In this work, we ... 详细信息
来源: 评论
Portfolio Learning Based on Deep Learning
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FUTURE INTERNET 2020年 第11期12卷 202页
作者: Pan, Wei Li, Jide Li, Xiaoqiang Shanghai Univ Sch Comp Engn & Sci Shanghai 200444 Peoples R China
Traditional portfolio theory divides stocks into different categories using indicators such as industry, market value, and liquidity, and then selects representative stocks according to them. In this paper, we propose... 详细信息
来源: 评论
Deep learning-based clustering robustly identified two classes of sepsis with both prognostic and predictive values
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EBIOMEDICINE 2020年 62卷 103081-103081页
作者: Zhang, Zhongheng Pan, Qing Ge, Huiqing Xing, Lifeng Hong, Yucai Chen, Pengpeng Zhejiang Univ Sch Med Sir Run Run Shaw Hosp Dept Emergency Med Hangzhou 310016 Peoples R China Zhejiang Univ Technol Coll Informat Engn Hangzhou 310023 Peoples R China Zhejiang Univ Sch Med Sir Run Shaw Hosp Dept Resp Care Hangzhou Peoples R China
Background: Sepsis is a heterogenous syndrome and individualized management strategy is the key to successful treatment. Genome wide expression profiling has been utilized for identifying subclasses of sepsis, but the... 详细信息
来源: 评论
DECIMER: towards deep learning for chemical image recognition
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JOURNAL OF CHEMINFORMATICS 2020年 第1期12卷 65-65页
作者: Rajan, Kohulan Zielesny, Achim Steinbeck, Christoph Friedrich Schiller Univ Jena Inst Inorgan & Analyt Chem Lessingstr 8 D-07743 Jena Germany Westphalian Univ Appl Sci Inst Bioinformat & Chemoinformat August Schmidt Ring 10 D-45665 Recklinghausen Germany
The automatic recognition of chemical structure diagrams from the literature is an indispensable component of workflows to re-discover information about chemicals and to make it available in open-access databases. Her... 详细信息
来源: 评论
LEARNED IMAGE COMPRESSION WITH SOFT BIT-BASED RATE-DISTORTION OPTIMIZATION  26
LEARNED IMAGE COMPRESSION WITH SOFT BIT-BASED RATE-DISTORTIO...
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26th IEEE International Conference on Image Processing (ICIP)
作者: Alexandre, David Chang, Chih-Peng Peng, Wen-Hsiao Hang, Hsueh-Ming Natl Chiao Tung Univ Dept Elect Engn Hsinchu Taiwan Natl Chiao Tung Univ Dept Comp Sci Hsinchu Taiwan Natl Chiao Tung Univ Pervas AI Res PAIR Labs Hsinchu Taiwan
This paper introduces the notion of soft bits to address the rate-distortion optimization for learning-based image compression. Recent methods for such compression train an autoencoder end-to-end with an objective to ... 详细信息
来源: 评论
INTELLIGENT GLAUCOMA DIAGNOSIS VIA ACTIVE LEARNING AND ADVERSARIAL DATA AUGMENTATION  16
INTELLIGENT GLAUCOMA DIAGNOSIS VIA ACTIVE LEARNING AND ADVER...
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16th IEEE International Symposium on Biomedical Imaging (ISBI)
作者: Wang, Zhanyu Wang, Zhe Qu, Guoxiang Li, Fei Yuan, Ye Lams, Dennis S. C. Zhang, Xiulan Zhang, Yue Qiao, Yu Tsinghua Univ Grad Sch Shenzhen Shenzhen Guangdong Peoples R China Sensetime Grp Ltd Beijing Peoples R China Chinese Acad Sci Shenzhen Inst Adv Technol Shenzhen Peoples R China Sun Yat Sen Univ Guangzhou Zhongshan Ophthalm Ctr Guangzhou Guangdong Peoples R China C MER Dennis Lam Eye Hosp Shenzhen Peoples R China
Glaucoma is the leading causes of blindness in the world. We develop a convolutional neural network for glaucoma diagnosis based on visual fields (NE), which is the gold standard to show functional damages of optic ne... 详细信息
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Autoencoding Binary Classifiers for Supervised Anomaly Detection  16th
Autoencoding Binary Classifiers for Supervised Anomaly Detec...
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16th Pacific Rim International Conference on Artificial Intelligence (PRICAI)
作者: Yamanaka, Yuki Iwata, Tomoharu Takahashi, Hiroshi Yamada, Masanori Kanai, Sekitoshi NTT Secure Platform Labs Musashino Tokyo Japan NTT Commun Sci Labs Kyoto Japan NTT Software Innovat Ctr Musashino Tokyo Japan Keio Univ Minato City Japan
We propose the Autoencoding Binary Classifiers (ABC), a novel supervised anomaly detector based on the autoencoder (AE). There are two main approaches in anomaly detection: supervised and unsupervised. The supervised ... 详细信息
来源: 评论
ENHANCING DEEP KNOWLEDGE TRACING (DKT) MODEL BY INTRODUCING EXTRA STUDENT ATTRIBUTES  5
ENHANCING DEEP KNOWLEDGE TRACING (DKT) MODEL BY INTRODUCING ...
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IEEE 5th International Conference for Convergence in Technology (I2CT)
作者: Suragani, Girish Pothuraju, Lakshmi Narayana Reddi, Kamal Sandeep Godfrey, W. Wilfred ABV IIITM Gwalior India
Modeling the knowledge of the student is very important in online tutoring systems. It helps the instructor to design effective exercises which vary in difficulty level and design curriculum according to the observed ... 详细信息
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Multi-poses Face Frontalization based on Pose Weighted GAN  3
Multi-poses Face Frontalization based on Pose Weighted GAN
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IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC)
作者: Ma, Jiaxin Zhou, Feng Beijing Univ Posts & Telecommun Sch Comp Sci Beijing Key Lab Intelligent Telecommun Software & Beijing Peoples R China
In many scenes, the frontal face image is the only criterion for judging the identity of a person. However, it is difficult to collect a standard frontal image in an uncontrolled environment. To get a clear frontal im... 详细信息
来源: 评论