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Latent Structure Mining With Contrastive Modality Fusion for Multimedia Recommendation 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 9, 页码: 9154-9167
作者:  Zhang, Jinghao;  Zhu, Yanqiao;  Liu, Qiang;  Zhang, Mengqi;  Wu, Shu;  Wang, Liang
Adobe PDF(1134Kb)  |  收藏  |  浏览/下载：137/3  |  提交时间：2023/11/17
Multimedia recommendation  graph structure learning  contrastive learning  
Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：207/61  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
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;  Chen, Yunqing;  Zhang, Yufei;  Lin, Zhikang;  Wang, Rui
收藏  |  浏览/下载：159/0  |  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  
Stronger wind, smaller tree: Testing tree growth plasticity through a modeling approach 期刊论文
FRONTIERS IN PLANT SCIENCE, 2022, 卷号: 13, 页码: 17
作者:  Wang, Haoyu;  Hua, Jing;  Kang, Mengzhen;  Wang, Xiujuan;  Fan, Xing-Rong;  Fourcaud, Thierry;  de Reffye, Philippe
Adobe PDF(6783Kb)  |  收藏  |  浏览/下载：320/61  |  提交时间：2023/01/09
functional-structural plant model  mechanical model  critical wind speed  tree breakage  optimization  thigmomorphogenesis  
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
Adobe PDF(4046Kb)  |  收藏  |  浏览/下载：291/32  |  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  
RGBT Tracking by Trident Fusion Network 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 2, 页码: 579-592
作者:  Zhu, Yabin;  Li, Chenglong;  Tang, Jin;  Luo, Bin;  Wang, Liang
收藏  |  浏览/下载：233/0  |  提交时间：2022/06/06
Feature extraction  Convolution  Target tracking  Training  Aggregates  Visualization  Benchmark testing  RGBT tracking  feature aggregation  feature pruning  trident architecture  
Efficient Pairwise 3-D Registration of Urban Scenes via Hybrid Structural Descriptors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 页码: 17
作者:  Zhang, Long;  Guo, Jianwei;  Cheng, Zhanglin;  Xiao, Jun;  Zhang, Xiaopeng
Adobe PDF(13657Kb)  |  收藏  |  浏览/下载：258/3  |  提交时间：2022/01/27
Three-dimensional displays  Shape  Feature extraction  Semantics  Robustness  Cloud computing  Virtual reality  Descriptor  hybrid structure  point cloud  registration  urban scene  
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;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：312/36  |  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)  
Predicting brain age during typical and atypical development based on structural and functional neuroimaging 期刊论文
HUMAN BRAIN MAPPING, 2021, 页码: 13
作者:  Wang, Qi;  Hu, Ke;  Wang, Meng;  Zhao, Yuxin;  Liu, Yong;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(1813Kb)  |  收藏  |  浏览/下载：421/9  |  提交时间：2021/11/04
autism spectrum disorder  autism spectrum disorder  brain age prediction  brain age prediction  developmental heterogeneity  developmental heterogeneity  multimodal magnetic resonance imaging  multimodal magnetic resonance imaging  predictor weights analysis  predictor weights analysis  
Brain imaging-based machine learning in autism spectrum disorder: methods and applications 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2021, 卷号: 361, 页码: 109271
作者:  Xu, Ming;  Calhoun, Vince;  Jiang, Rongtao;  Yan, Weizheng;  Sui, Jing
Adobe PDF(5520Kb)  |  收藏  |  浏览/下载：310/2  |  提交时间：2021/11/02
Autism spectrum disorder (ASD)  Machine learning  Classification  Prediction  fMRI  sMRI  dMRI