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检索条件"主题词=Variational autoencoder"
1534 条 记 录,以下是1111-1120 订阅
排序:
BioDSNN: a dual-stream neural network with hybrid biological knowledge integration for multi-gene perturbation response prediction
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BRIEFINGS IN BIOINFORMATICS 2024年 第1期26卷 bbae617页
作者: Tan, Yuejun Xie, Linhai Yang, Hong Zhang, Qingyuan Luo, Jinyuan Zhang, Yanchun Guangzhou Univ Cyberspace Inst Adv Technol Guangzhou 510000 Peoples R China Zhejiang Normal Univ Sch Comp Sci & Technol Jinhua 321000 Peoples R China Natl Ctr Prot Sci Beijing State Key Lab Prote Beijing 100000 Peoples R China Int Acad Phronesis Med Guangzhou 510000 Peoples R China
Studying the outcomes of genetic perturbation based on single-cell RNA-seq data is crucial for understanding genetic regulation of cells. However, the high cost of cellular experiments and single-cell sequencing restr... 详细信息
来源: 评论
Active Patterns Perceived for Stochastic Video Prediction  22
Active Patterns Perceived for Stochastic Video Prediction
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30th ACM International Conference on Multimedia (MM)
作者: Xu, Yechao Sun, Zhengxing Li, Qian Sun, Yunhan Luo, Shoutong Nanjing Univ State Key Lab Novel Software Technol Nanjing Jiangsu Peoples R China Natl Univ Def Technol Coll Meteorol & Oceanog Changsha Hunan Peoples R China
Predicting future scenes based on historical frames is challenging, especially when it comes to the complex uncertainty in nature. We observe that there is a divergence between spatial-temporal variations of active pa... 详细信息
来源: 评论
Rate Controllable Learned Image Compression Based on RFL Model
Rate Controllable Learned Image Compression Based on RFL Mod...
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IEEE International Conference on Visual Communications and Image Processing (VCIP)
作者: Zhang, Saiping Wang, Luge Mao, Xionghui Yang, Fuzheng Wan, Shuai Xidian Univ Sch Telecommun Engn Xian Peoples R China Northwestern Polytech Univ Sch Elect & Informat Xian Peoples R China
In this paper, we propose a rate controllable image compression framework, Rate Controllable variational autoencoder (RC-VAE), based on the Rate-Feature-Level (RFL) model established through our exploration on the cor... 详细信息
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Multi-Agent Reinforcement Learning with Clustering and Experience Sharing
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Procedia Computer Science 2024年 246卷 1329-1337页
作者: Kaname Inokuchi Toshiharu Sugawara Department of Computer Science and Communications Engineering Waseda University Japan
We propose a training method for a heterogeneous multi-agent system to improve the learning efficiency in sparse-reward environments. Although extensive research on multi-agent deep reinforcement learning are conducte... 详细信息
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Disentangling Rotational Dynamics and Ordering Transitions in a System of Self-Organizing Protein Nanorods via Rotationally Invariant Latent Representations
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ACS NANO 2021年 第4期15卷 6471-6480页
作者: Kalinin, Sergei, V Zhang, Shuai Valleti, Mani Pyles, Harley Baker, David De Yoreo, James J. Ziatdinov, Maxim Univ Washington Mat Sci & Engn Seattle WA 98195 USA Pacific Northwest Natl Lab Phys Sci Div Richland WA 99354 USA Univ Tennessee Bredesen Ctr Interdisciplinary Res Knoxville TN 37996 USA Univ Washington Dept Biochem Seattle WA 98195 USA Univ Washington Inst Prot Design Seattle WA 98195 USA Univ Washington Inst Prot Design Dept Biochem Seattle WA 98195 USA Univ Washington Howard Hughes Med Inst Seattle WA 98195 USA Oak Ridge Natl Lab Ctr Nanophase Mat Sci Oak Ridge TN 37831 USA Oak Ridge Natl Lab Computat Sci & Engn Div Oak Ridge TN 37831 USA
The dynamics of complex ordering systems with active rotational degrees of freedom exemplified by protein self-assembly is explored using a machine learning workflow that combines deep learning-based semantic segmenta... 详细信息
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Unsupervised Deep Anomaly Detection in Chest Radiographs
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JOURNAL OF DIGITAL IMAGING 2021年 第2期34卷 418-427页
作者: Nakao, Takahiro Hanaoka, Shouhei Nomura, Yukihiro Murata, Masaki Takenaga, Tomomi Miki, Soichiro Watadani, Takeyuki Yoshikawa, Takeharu Hayashi, Naoto Abe, Osamu Univ Tokyo Hosp Dept Computat Diagnost Radiol & Prevent Med Bunkyo Ku 7-3-1 Hongo Tokyo Japan Univ Tokyo Hosp Dept Radiol Bunkyo Ku 7-3-1 Hongo Tokyo Japan Japan Univ Econ Dept Management 3-11-25 Gojo Dazaifu Fukuoka Japan Univ Tokyo Grad Sch Med Div Radiol & Biomed Engn Bunkyo Ku 7-3-1 Hongo Tokyo Japan
The purposes of this study are to propose an unsupervised anomaly detection method based on a deep neural network (DNN) model, which requires only normal images for training, and to evaluate its performance with a lar... 详细信息
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The application of artificial intelligence-assisted technology in cultural and creative product design
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SCIENTIFIC REPORTS 2024年 第1期14卷 1-18页
作者: Liang, Jing Jiangxi Inst Fash Technol Sch Fash Media Nanchang 330000 Peoples R China
This study proposes a novel artificial intelligence (AI)-assisted design model that combines variational autoencoders (VAE) with reinforcement learning (RL) to enhance innovation and efficiency in cultural and creativ... 详细信息
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Data-driven fault detection for chemical processes using autoencoder with data augmentation
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KOREAN JOURNAL OF CHEMICAL ENGINEERING 2021年 第12期38卷 2406-2422页
作者: Lee, Hodong Kim, Changsoo Jeong, Dong Hwi Lee, Jong Min Seoul Natl Univ Sch Chem & Biol Engn Inst Chem Proc 1 Gwanak Ro Seoul 08826 South Korea Korea Inst Sci & Technol Clean Energy Res Ctr Seoul 02792 South Korea Univ Ulsan Sch Chem Engn 93 Daehak Ro Ulsan 44610 South Korea
Process monitoring plays an essential role in safe and profitable operations. Various data-driven fault detection models have been suggested, but they cannot perform properly when the training data are insufficient or... 详细信息
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Energy Theft Detection Model Based on VAE-GAN for Imbalanced Dataset
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ENERGIES 2023年 第3期16卷 1109-1109页
作者: Sun, Youngghyu Lee, Jiyoung Kim, Soohyun Seon, Joonho Lee, Seongwoo Kyeong, Chanuk Kim, Jinyoung Kwangwoon Univ Dept Elect Convergence Engn Seoul 01897 South Korea
Energy theft causes a lot of economic losses every year. In the practical environment of energy theft detection, it is required to solve imbalanced data problem where normal user data are significantly larger than ene... 详细信息
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Latent Out: an unsupervised deep anomaly detection approach exploiting latent space distribution
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MACHINE LEARNING 2023年 第11期112卷 4323-4349页
作者: Angiulli, Fabrizio Fassetti, Fabio Ferragina, Luca Univ Calabria DIMES I-87036 Arcavacata Di Rende Italy
Anomaly detection methods exploiting autoencoders (AE) have shown good performances. Unfortunately, deep non-linear architectures are able to perform high dimensionality reduction while keeping reconstruction error lo... 详细信息
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