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检索条件"主题词=Encoder-Decoder"
902 条 记 录,以下是691-700 订阅
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Network Traffic Prediction with Attention-based Spatial-Temporal Graph Network  24
Network Traffic Prediction with Attention-based Spatial-Temp...
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IEEE 24th International Conference on High Performance Switching and Routing, (HPSR)
作者: Peng, Yufei Guo, Yingya Hao, Run Lin, Junda Fuzhou Univ Dept Comp & Data Sci Fuzhou Peoples R China Fuzhou Univ Fujian Prov Key Lab Network Comp & Intelligent In Fuzhou Peoples R China
Network traffic prediction plays a significant role in network management. Previous network traffic prediction methods mainly focus on the temporal relationship between network traffic, and used time series models to ... 详细信息
来源: 评论
Multi-Service Demand Forecasting using Graph Neural Networks  17
Multi-Service Demand Forecasting using Graph Neural Networks
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17th IEEE International Congress on Intelligent and Service-Oriented Systems Engineering (CISOSE)
作者: Theodoropoulos, Theodoros Makris, Antonios Kontopoulos, Ioannis Maroudis, Angelos-Christos Tserpes, Konstantinos Harokopio Univ Athens Dept Informat & Telemat Kallithea Greece
Accurate service demand forecasting is crucial towards achieving effective resource allocation and service orchestration. However, existing solutions require separate prediction models for each service, which consumes... 详细信息
来源: 评论
Sequence Prediction under Missing Data: An RNN Approach without Imputation  22
Sequence Prediction under Missing Data: An RNN Approach with...
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31st ACM International Conference on Information and Knowledge Management (CIKM)
作者: Pachal, Soumen Achar, Avinash IIT Madras Res Pk Consultancy Serv Res Chennai Tamil Nadu India
Missing data scenarios are very common in ML applications in general and time-series/sequence applications are no exceptions. This paper pertains to a novel Recurrent Neural Network (RNN) based solution for sequence p... 详细信息
来源: 评论
Explainability for Medical Image Captioning  11
Explainability for Medical Image Captioning
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11th International Conference on Image Processing Theory, Tools and Applications (IPTA)
作者: Beddiar, Djamila Oussalah, Mourad Tapio, Seppanen Univ Oulu CMVS Oulu Finland MIPT Fac Med Oulu Finland
Medical image captioning is the process of generating clinically significant descriptions to medical images, which has many applications among which medical report generation is the most frequent one. In general, auto... 详细信息
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Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network  22nd
Biomarker Localization by Combining CNN Classifier and Gener...
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10th International Workshop on Machine Learning in Medical Imaging (MLMI) / 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
作者: Zhang, Rong Tan, Shuhan Wang, Ruixuan Manivannan, Siyamalan Chen, Jingjing Lin, Haotian Zheng, Wei-Shi Sun Yat Sen Univ Sch Data & Comp Sci Guangzhou Peoples R China MOE Key Lab Machine Intelligence & Adv Comp Guangzhou Peoples R China Univ Jaffna Dept Comp Sci Jaffna Sri Lanka Sun Yat Sen Univ Zhongshan Ophthalm Ctr Guangzhou Peoples R China
This paper proposes a novel deep neural network architecture to effectively localize potential biomarkers in medical images, when only the image-level labels are available during model training. The proposed architect... 详细信息
来源: 评论
SEMI-SUPERVISED LEARNING FOR SINGING SYNTHESIS TIMBRE
SEMI-SUPERVISED LEARNING FOR SINGING SYNTHESIS TIMBRE
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Bonada, Jordi Blaauw, Merlijn Univ Pompeu Fabra Mus Technol Grp Barcelona Spain
We propose a semi-supervised singing synthesizer, which is able to learn new voices from audio data only, without any annotations such as phonetic segmentation. Our system is an encoder-decoder model with two encoders... 详细信息
来源: 评论
RBBA: ResNet - BERT - Bahdanau Attention for Image Caption Generator  14
RBBA: ResNet - BERT - Bahdanau Attention for Image Caption G...
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14th International Conference on Information and Communication Technology Convergence, ICTC 2023
作者: Hoang, Duc-Hieu Tran, Anh-Khoa Minh Dang, Duc Ngoc Tran, Phuong-Nam Dang-Ngoc, Hanh Nguyen, Cuong Tuan Ton Duc Thang University Faculty of Electrical & Electronics Eng. Ho Chi Minh City Viet Nam Ton Duc Thang University Faculty of Electrical and Electronics Ho Chi Minh City Viet Nam Fpt University Dept. of Computing Fundamental Ho Chi Minh City Viet Nam University of Technology Sydney School of Electrical and Data Engineering SydneyNSW Australia Fpt University Dept. of Information Technology Specialization Ho Chi Minh City Viet Nam
In recent years, the topic of image caption generators has gained significant attention. Several successful projects have emerged in this field, showcasing notable advancements. Image caption generators automatically ... 详细信息
来源: 评论
Improving Long-Term Traffic Prediction with Online Search Log Data  47
Improving Long-Term Traffic Prediction with Online Search Lo...
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47th IEEE-Computer-Society Annual International Conference on Computers, Software, and Applications (COMPSAC)
作者: Matsunaga, Itsuki Kosugi, Yuto Ge Hangli Michikata, Takashi Koshizuka, Noboru Univ Tokyo Grad Sch Interdisciplinary Informat Studies Tokyo Japan Univ Tokyo Interfac Initiat Informat Studies Tokyo Japan
Long-term traffic prediction is essential for both road managers and users to prepare for future congestion. However, most existing studies have only focused on short-term prediction. Moreover, few studies have effect... 详细信息
来源: 评论
Abstractive Meeting Summarization based on an Attentional Neural Model  13
Abstractive Meeting Summarization based on an Attentional Ne...
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13th International Conference on Machine Vision
作者: Dammak, Nouha BenAyed, Yassine Univ Sousse ISITCom Sousse 4011 Tunisia Univ Sfax MIRACL Lab Sfax 3021 Tunisia
Through the ages, in all nations, at all times, people spend a lot of their time on discussing new and important issues either on meetings or in conferences. With the evolution and the abundance of Automatic Speech Re... 详细信息
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SMALL BOWEL MUCOSA SEGMENTATION FOR FRAME CHARACTERIZATION IN VIDEOS OF ENDOSCOPIC CAPSULES  16
SMALL BOWEL MUCOSA SEGMENTATION FOR FRAME CHARACTERIZATION I...
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16th IEEE International Symposium on Biomedical Imaging (ISBI)
作者: Pinheiro, Gil Coelho, Paulo Mourao, Mariana Salgado, Maria Oliveira, Helder P. Cunha, Antonio Inst Engn Sistemas & Comp Tecnol & Ciencia Porto Portugal Inst Politecn Leiria Leiria Portugal Univ Tras Os Montes & Alto Douro Vila Real Portugal Ctr Hosp Porto Porto Portugal Univ Porto Fac Ciencias Porto Portugal
Endoscopic capsules are vitamin-sized devices that leverage from a small wireless camera to create 8 to 10 hour videos of the patients' entire digestive tract, still being the leading tool to diagnose small bowel ... 详细信息
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