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检索条件"任意字段=IEEE Data Compression Conference"
16806 条 记 录,以下是1231-1240 订阅
排序:
Fuzzy Knowledge Distillation Model for Incomplete Multi-modality data and Its Application to Brain Network Analysis
Fuzzy Knowledge Distillation Model for Incomplete Multi-moda...
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2024 ieee International conference on Bioinformatics and Biomedicine, BIBM 2024
作者: Qi, Xiaoyu Huang, Jiashuang Cheng, Xueyun Wang, Mingliang Ding, Weiping Nantong University School of Information Science and Technology Nantong China Nanjing University of Information Science and Technology School of Computer and Software Nanjing China
Knowledge distillation (KD) techniques have been employed to tackle the issue of incomplete multi-modality data, aiming to enhance the performance of the student model (i.e., using unimodal data) as close as possible ... 详细信息
来源: 评论
Cross-Modality Feature Fusion Network for Few-Shot 3D Point Cloud Classification  23
Cross-Modality Feature Fusion Network for Few-Shot 3D Point ...
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23rd ieee/CVF Winter conference on Applications of Computer Vision (WACV)
作者: Yang, Minmin Chen, Jiajing Velipasalar, Senem Syracuse Univ Elect Engn & Comp Sci Dept Syracuse NY 13244 USA
Recent years have witnessed significant progress in the field of few-shot image classification while few-shot 3D point cloud classification still remains under-explored. Real-world 3D point cloud data often suffers fr... 详细信息
来源: 评论
Attention-Based Generative Neural Image compression on Solar Dynamics Observatory  21
Attention-Based Generative Neural Image Compression on Solar...
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21st ieee International conference on Machine Learning and Applications (ieee ICMLA)
作者: Zafari, Ali Khoshkhahtinat, Atefeh Mehta, Piyush M. Nasrabadi, Nasser M. Thompson, Barbara J. da Silva, Daniel Kirk, Michael S. F. West Virginia Univ Dept Comp Sci & Elect Engn Morgantown WV 26506 USA West Virginia Univ Dept Mech & Aerosp Engn Morgantown WV 26506 USA NASA Goddard Space Flight Ctr Greenbelt MD USA
NASA's Solar Dynamics Observatory (SDO) mission gathers 1.4 terabytes of data each day from its geosynchronous orbit in space. SDO data includes images of the Sun captured at different wavelengths, with the primar... 详细信息
来源: 评论
Masked Autoencoder for Self-Supervised Pre-training on Lidar Point Clouds
Masked Autoencoder for Self-Supervised Pre-training on Lidar...
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23rd ieee/CVF Winter conference on Applications of Computer Vision (WACV)
作者: Hess, Georg Jaxing, Johan Svensson, Elias Hagerman, David Petersson, Christoffer Svensson, Lennart Chalmers Univ Technol Gothenburg Sweden Zenseact Gothenburg Sweden
Masked autoencoding has become a successful pretraining paradigm for Transformer models for text, images, and, recently, point clouds. Raw automotive datasets are suitable candidates for self-supervised pre-training a... 详细信息
来源: 评论
ECG compression Using Machine Learning Technique with Wavelet Transform  2
ECG Compression Using Machine Learning Technique with Wavele...
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2nd International conference on Ambient Intelligence in Health Care, ICAIHC 2023
作者: Baliarsingh, Sudeshna Panda, Prakash Kumar Mohanty, Mihir Narayan Dept.of ECE ITER Odisha Bhubaneswar51003 India
ECG (Electrocardiogram) is the graphical representation of heart activities. As the number of heart patients increases day by day and no definite solution is found except death data. The data storage demands a large s... 详细信息
来源: 评论
Compatible Sliding-Windows Algorithm for Vessel Trajectory compression  5
Compatible Sliding-Windows Algorithm for Vessel Trajectory C...
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5th International conference on Information Communication and Signal Processing, ICICSP 2022
作者: Hua, Li Xiaojun, Zhang Science & Technology on Underwater Acoustic Antagonizing Laboratory Zhanjiang China
With the development of marine economy and data positioning technology, A large amount of vessel trajectory data has been generated. data compression has become the key issue in the research of vessel trajectory big d... 详细信息
来源: 评论
TRELLIS-CODED QUANTIZATION FOR END-TO-END LEARNED IMAGE compression  29
TRELLIS-CODED QUANTIZATION FOR END-TO-END LEARNED IMAGE COMP...
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ieee International conference on Image Processing (ICIP)
作者: Suhring, Karsten Schafer, Michael Pfaff, Jonathan Schwarz, Heiko Marpe, Detlev Wiegand, Thomas Fraunhofer Inst Telecommun Heinrich Hertz Inst Berlin Germany Free Univ Berlin Inst Comp Sci Berlin Germany Tech Univ Berlin Dept Telecommun Syst Berlin Germany
The performance of variational auto-encoders (VAE) for image compression has steadily grown in recent years, thus becoming competitive with advanced visual data compression technologies. These neural networks transfor... 详细信息
来源: 评论
A Dynamic compression Technique for Efficient Offloading of Computation Between Mobile Devices and Cloud
A Dynamic Compression Technique for Efficient Offloading of ...
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2023 International Technical conference on Circuits/Systems, Computers, and Communications, ITC-CSCC 2023
作者: Choi, Sunghern Lee, Hayun Shin, Dongkun Sungkyunkwan University Department of Electrical and Computer Engineering Suwon Korea Republic of
There has been a recent trend in developing applications that use deep learning models on mobile devices. However, using deep learning models that require a large amount of computation solely on mobile devices is limi... 详细信息
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Edge Storage Management Recipe with Zero-Shot data compression for Road Anomaly Detection  14
Edge Storage Management Recipe with Zero-Shot Data Compressi...
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14th International conference on Information and Communication Technology Convergence, ICTC 2023
作者: Park, YeongHyeon Gim, Uju Kim, Myung Jin Sk Planet Co. Ltd. Seongnam Korea Republic of
Recent studies show edge computing-based road anomaly detection systems which may also conduct data collection simultaneously. However, the edge computers will have small data storage but we need to store the collecte... 详细信息
来源: 评论
Efficient data compression Algorithms for Cloud-Based Medical Imaging  1
Efficient Data Compression Algorithms for Cloud-Based Medica...
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1st International conference on Artificial Intelligence for Innovations in Healthcare Industries, ICAIIHI 2023
作者: Sharma, Himanshu Pundir, Sumit Deepak, A. Mayuri, K. Dwivedi, Shashi Prakash Kumar, Navneet Gla University Department of Computer Engineering and Applications Mathura India Graphic Era Deemed to Be University Department of Computer Science & Engineering Dehradun India Saveetha School of Engineering Saveetha Institute of Medical and Technical Sciences Saveetha University Tamilnadu Chennai India Institute of Aeronautical Engineering Department of Computer Science and Engineering Telangana Hyderabad India Lloyd Institute of Engineering and Technology Greater Noida India Lloyd Law College Greater Noida India
The storage as well as access of health-related imaging have been revolutionized by cloud-based systems. Algorithms for effective compression of information are essential for controlling the growing number of high-res... 详细信息
来源: 评论