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XAI-enabled neural network analysis of metabolite spatial distributions 期刊论文
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2023, 页码: 12
作者:  Ma, Wenwu;  Luo, Lanfang;  Liang, Kun;  Liu, Taoyan;  Su, Jiali;  Wang, Yuefan;  Li, Jun;  Zhou, S. Kevin;  Shyh-Chang, Ng
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Mass spectrometry imaging  Deep neural networks  Feature extraction  Pathway analysis  Aging  
Transfer Learning for Region-Wide Trajectory Outlier Detection 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 97001-97013
作者:  Su, Yueyang;  Yao, Di;  Tian, Tian;  Bi, Jingping
收藏  |  浏览/下载:7/0  |  提交时间:2023/12/04
Trajectory outlier detection  transfer learning  VAE  spatial-temporal data  trajectory data mining  
Multi-featured spatial-temporal and dynamic multi-graph convolutional network for metro passenger flow prediction 期刊论文
CONNECTION SCIENCE, 2022, 卷号: 34, 期号: 1, 页码: 1252-1272
作者:  Zhao, Chuan;  Li, Xin;  Shao, Zezhi;  Yang, HongJi;  Wang, Fei
收藏  |  浏览/下载:32/0  |  提交时间:2022/12/07
Metro passenger flow prediction  deep learning  multi-featured spatial-temporal tensor  dynamic multi-graph neural network  
Real-time switching and visualization of logging attributes based on subspace learning 期刊论文
COMPUTERS & GEOSCIENCES, 2021, 卷号: 146, 页码: 11
作者:  Shi, Min;  Wu, Zirui;  Wang, Suqin;  Zhu, Dengming
收藏  |  浏览/下载:34/0  |  提交时间:2021/12/01
Geological volume data  Visualization  Data compression  Subspace learning  Data exchange  
DeepFaceDrawing: Deep Generation of Face Images from Sketches 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2020, 卷号: 39, 期号: 4, 页码: 16
作者:  Chen, Shu-Yu;  Su, Wanchao;  Gao, Lin;  Xia, Shihong;  Fu, Hongbo
收藏  |  浏览/下载:36/0  |  提交时间:2021/12/01
image-to-image translation  feature embedding  sketch-based generation  face synthesis  
Realtime Simulation of Thin-Shell Deformable Materials Using CNN-Based Mesh Embedding 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2020, 卷号: 5, 期号: 2, 页码: 2325-2332
作者:  Tan, Qingyang;  Pan, Zherong;  Gao, Lin;  Manocha, Dinesh
收藏  |  浏览/下载:37/0  |  提交时间:2020/12/10
Simulation and animation  dexterous manipulation  
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:  Han, Jiayu;  Zheng, Lei;  Xu, Yuanbo;  Zhang, Bangzuo;  Zhuang, Fuzhen;  Yu, Philip S.;  Zuo, Wanli
收藏  |  浏览/下载:66/0  |  提交时间:2020/12/10
Adaptation models  Recommender systems  Feature extraction  Computational modeling  Predictive models  Task analysis  Adaptive systems  Adaptive user preference model  attention factor  convolutional neural network (CNN)  recommendation system  
Deep Heterogeneous Hashing for Face Video Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 1299-1312
作者:  Qiao, Shishi;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:59/0  |  提交时间:2020/12/10
Face  Covariance matrices  Task analysis  Binary codes  Kernel  Manifolds  Feature extraction  Face video retrieval  deep heterogeneous hashing  Riemannian kernel mapping  structured matrix backpropagation  
A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007
作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei
收藏  |  浏览/下载:48/0  |  提交时间:2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 6, 页码: 1191-1197
作者:  Jin, Guoqing;  Zhang, Yongdong;  Lu, Ke
收藏  |  浏览/下载:42/0  |  提交时间:2020/12/10
file organisation  image retrieval  learning (artificial intelligence)  neural nets  pairwise hashing learning  semantic perserving feature mapping model  adversarial generative process  image feature vector  hash codes  pairwise ranking loss  generative networks  VAE-GAN based hashing framework  image retrieval  content preserving images  similarity retrieval  variational autoencoder  generative adversarial network  Image retrieval  Learning to hash  Variational autoencoder(VAE)  Generative adversarial network(GAN)