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CASIA OpenIR

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Effective Model Compression via Stage-wise Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
作者:  Ming-Yang Zhang;  Xin-Yi Yu;  Lin-Lin Ou
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：5/2  |  提交时间：2024/04/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)  
Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
作者:  Nan-Fei Jiang
Adobe PDF(1665Kb)  |  收藏  |  浏览/下载：1/1  |  提交时间：2024/04/23
Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting 期刊论文
DIGITAL COMMUNICATIONS AND NETWORKS, 2023, 卷号: 9, 期号: 5, 页码: 1221-1229
作者:  Zhang, Weishan;  Chen, Xiao;  He, Ke;  Chen, Leiming;  Xu, Liang;  Wang, Xiao;  Yang, Su
收藏  |  浏览/下载：29/0  |  提交时间：2024/02/22
Photovoltaic power forecasting  Federated learning  Edge computing  CNN-LSTM  
A New Lightweight Script Independent Scene Text Style Transfer Network 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2023, 页码: 29
作者:  Shivakumara, Palaiahnakote;  Roy, Ayush;  Nandanwar, Lokesh;  Pal, Umapada;  Lu, Yue;  Liu, Cheng-Lin
收藏  |  浏览/下载：20/0  |  提交时间：2024/02/22
Text detection  style transfer  CNN models  multi-lingual transfer  
Integration of Train Regulation and Speed Profile Optimization Based on Feature Learning and Hybrid Search Algorithm 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 10
作者:  Zhou, Min;  Hou, Zhuopu;  Wu, Xingtang;  Dong, Hairong;  Wang, Fei-Yue
收藏  |  浏览/下载：38/0  |  提交时间：2024/02/22
Convolutional neural network (CNN)  hybrid search algorithm  integration  speed profile  train control  train regulation  
Delivery of pollen to forsythia flower pistils autonomously and precisely using a robot arm 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2023, 卷号: 214, 页码: 13
作者:  Yang, Minghao;  Lyu, Hongchang;  Zhao, Yongjia;  Sun, Yangchang;  Pan, Hang;  Sun, Qi;  Chen, Jinlong;  Qiang, Baohua;  Yang, Hongbo
收藏  |  浏览/下载：103/0  |  提交时间：2023/12/21
Pollination robot  Flower detection  Pistil identification  Convolutional neural network (CNN)  
High-resolution feature based central venous catheter tip detection network in X-ray images 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 88, 页码: 13
作者:  Wang, Yuhan;  Lam, Hak Keung;  Hou, Zeng-Guang;  Li, Rui-Qi;  Xie, Xiao-Liang;  Liu, Shi-Qi
收藏  |  浏览/下载：87/0  |  提交时间：2023/11/17
Catheter tip  X-ray based detection  Position detection  Convolutional Neural Network (CNN)  
Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 77034-77044
作者:  Zhou, Xiaojie;  Feng, Xueou;  Li, Qingming;  Yin, Qiyue;  Yang, Jun;  Yu, Guoxia;  Shi, Qing
收藏  |  浏览/下载：72/0  |  提交时间：2023/11/17
Caries diagnosis  CNN  transformer  position embedding  panoramic radiograph  
A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 16
作者:  Liu, Yanhong;  Li, Xingyu;  Yang, Lei;  Bian, Guibin;  Yu, Hongnian
收藏  |  浏览/下载：108/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Task analysis  Transformers  Time-frequency analysis  Convolution  Data mining  Convolutional neural network (CNN)  feature fusion  hand gesture recognition  surface electromyography (sEMG) sensor  transformer