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科研机构
自动化研究所 [27]
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期刊论文 [21]
会议论文 [4]
学位论文 [2]
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2023 [3]
2022 [4]
2021 [5]
2020 [1]
2019 [1]
2018 [1]
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Cosine Multilinear Principal Component Analysis for Recognition
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2023, 卷号: 9, 期号: 6, 页码: 1620-1630
作者:
Han, Feng
;
Leng, Chengcai
;
Li, Bing
;
Basu, Anup
;
Jiao, Licheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/02/22
Tensors
Principal component analysis
Mathematical models
Linear programming
Iterative methods
Robustness
Matrix decomposition
Multilinear principal component analysis
angle
tensor analysis
pattern recognition
Dual Attention and Element Recalibration Networks for Automatic Depression Level Prediction
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 1954-1965
作者:
Niu, Mingyue
;
Zhao, Ziping
;
Tao, Jianhua
;
Li, Ya
;
Schuller, Bjorn
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/15
Depression
Feature extraction
Tensors
Databases
Spatiotemporal phenomena
Convolutional neural networks
Physiology
DAER network
depression level prediction
dual attention block
element recalibration block
facial differences
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:
Lian, Zheng
;
Chen, Lan
;
Sun, Licai
;
Liu, Bin
;
Tao, Jianhua
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/11/17
Oral communication
Correlation
Data models
Task analysis
Feature extraction
Tensors
Benchmark testing
Conversational data
graph complete network (GCNet)
incomplete multimodal learning
speaker-sensitive modeling
temporal-sensitive modeling
QSFM: Model Pruning Based on Quantified Similarity Between Feature Maps for AI on Edge
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 23, 页码: 24506-24515
作者:
Wang, Zidu
;
Liu, Xuexin
;
Huang, Long
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2023/02/22
Tensors
Internet of Things
Convolution
Three-dimensional displays
Quantization (signal)
Hardware
Training
Edge computing
filter pruning
Internet of Things (IoT)
model compression
neural networks
Block Convolution: Toward Memory-Efficient Inference of Large-Scale CNNs on FPGA
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1436-1447
作者:
Li, Gang
;
Liu, Zejian
;
Li, Fanrong
;
Cheng, Jian
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/06/10
Convolution
Field programmable gate arrays
System-on-chip
Task analysis
Random access memory
Tensors
Memory management
Block convolution
convolutional neural network (CNN) accelerator
field-programmable gate array (FPGA)
memory efficient
off-chip transfer
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
Automated Localization of Myocardial Infarction of Image-Based Multilead ECG Tensor With Tucker2 Decomposition
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 15
作者:
Zhang, Jieshuo
;
Liu, Ming
;
Xiong, Peng
;
Du, Haiman
;
Zhang, Hong
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/06/06
Electrocardiography
Feature extraction
Tensors
Data mining
Location awareness
Lead
Heart beat
Electrocardiograph
image-based heartbeat tensor
morphological core tensor
myocardial infarction (MI)
Tucker2 decomposition
Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data
期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930
作者:
Li, Ao
;
Chen, Jiajia
;
Chen, Deyun
;
Yu, Xiaoyang
;
Yuan, Mengke
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2021/11/03
Tensors
Matrix decomposition
Adaptation models
Data models
Probabilistic logic
Learning systems
Image reconstruction
Low-rank approximation
multiview clustering
similarity learning
tensor analysis
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
收藏
  |  
浏览/下载:36/0
  |  
提交时间: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)
Pedestrian Trajectory Prediction Based on Deep Convolutional LSTM Network
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 6, 页码: 3285-3302
作者:
Song, Xiao
;
Chen, Kai
;
Li, Xu
;
Sun, Jinghan
;
Hou, Baocun
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/08/15
Trajectory
Predictive models
Neural networks
Force
Mathematical model
Feature extraction
Tensors
Pedestrian behavior
convolution
long short-term memory
neural network
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