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A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134
作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices  
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation  
Enhancing the Robustness of Vision-Language Foundation Models by Alignment Perturbation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 页码: 7091-7105
作者:  Zhang, Cong;  Wang, Shuhui;  Li, Xiaodan;  Zhu, Yao;  Qi, Honggang;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Multimedia forensics  adversarial perturbation  robust training  robust training  vision-language models  vision-language models  vision-language models  
Which images to label for few-shot medical image analysis? 期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 96, 页码: 12
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Wang, Qiyuan;  Zhou, S. Kevin
收藏  |  浏览/下载：36/0  |  提交时间：2024/12/06
Few-shot  Contrastive learning  Augmentation  
DTDNet: Dynamic Target Driven Network for pedestrian trajectory prediction 期刊论文
FRONTIERS IN NEUROSCIENCE, 2024, 卷号: 18, 页码: 11
作者:  Liu, Shaohua;  Sun, Jingkai;  Yao, Pengfei;  Zhu, Yinglong;  Mao, Tianlu;  Wang, Zhaoqi
收藏  |  浏览/下载：33/0  |  提交时间：2024/12/06
multimodal trajectory prediction  pedestrian intention prediction  multi-precision motion prediction  multi-task neural network  trajectory endpoint prediction  
Panoptic Segmentation with Convex Object Representation 期刊论文
COMPUTER JOURNAL, 2023, 页码: 11
作者:  Yao, Zhicheng;  Wang, Sa;  Zhu, Jinbin;  Bao, Yungang
收藏  |  浏览/下载：35/0  |  提交时间：2024/05/20
deep learning  computer vision  image segmentation  panoptic segmentation  instance representation  
DeePMD-kit v2: A software package for deep potential models 期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2023, 卷号: 159, 期号: 5, 页码: 24
作者:  Zeng, Jinzhe;  Zhang, Duo;  Lu, Denghui;  Mo, Pinghui;  Li, Zeyu;  Chen, Yixiao;  Rynik, Marian;  Huang, Li'ang;  Li, Ziyao;  Shi, Shaochen;  Wang, Yingze;  Ye, Haotian;  Tuo, Ping;  Yang, Jiabin;  Ding, Ye;  Li, Yifan;  Tisi, Davide;  Zeng, Qiyu;  Bao, Han;  Xia, Yu;  Huang, Jiameng;  Muraoka, Koki;  Wang, Yibo;  Chang, Junhan;  Yuan, Fengbo;  Bore, Sigbjorn Loland;  Cai, Chun;  Lin, Yinnian;  Wang, Bo;  Xu, Jiayan;  Zhu, Jia-Xin;  Luo, Chenxing;  Zhang, Yuzhi;  Goodall, Rhys E. A.;  Liang, Wenshuo;  Singh, Anurag Kumar;  Yao, Sikai;  Zhang, Jingchao;  Wentzcovitch, Renata;  Han, Jiequn;  Liu, Jie;  Jia, Weile;  York, Darrin M.;  E, Weinan;  Car, Roberto;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：66/0  |  提交时间：2023/12/04
Development of a multiple convolutional neural network-facilitated diagnostic screening program for immunofluorescence images of IgA nephropathy and idiopathic membranous nephropathy 期刊论文
CLINICAL KIDNEY JOURNAL, 2023, 页码: 11
作者:  Xia, Peng;  Lv, Zhilong;  Wen, Yubing;  Zhang, Baichuan;  Zhao, Xuesong;  Zhang, Boyao;  Wang, Ying;  Cui, Haoyuan;  Wang, Chuanpeng;  Zheng, Hua;  Qin, Yan;  Sun, Lijun;  Ye, Nan;  Cheng, Hong;  Yao, Li;  Zhou, Hua;  Zhen, Junhui;  Hu, Zhao;  Zhu, Weiguo;  Zhang, Fa;  Li, Xuemei;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：81/0  |  提交时间：2023/12/04
convolutional neural network  idiopathic membranous nephropathy  IgA nephropathy  immunofluorescence  
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem? 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6695-6714
作者:  Ma, Jun;  Zhang, Yao;  Gu, Song;  Zhu, Cheng;  Ge, Cheng;  Zhang, Yichi;  An, Xingle;  Wang, Congcong;  Wang, Qiyuan;  Liu, Xin;  Cao, Shucheng;  Zhang, Qi;  Liu, Shangqing;  Wang, Yunpeng;  Li, Yuhui;  He, Jian;  Yang, Xiaoping
收藏  |  浏览/下载：75/0  |  提交时间：2022/12/07
Benchmark testing  Liver  Image segmentation  Biological systems  Pancreas  Computed tomography  Kidney  Multi-organ segmentation  generalization  semi-supervised learning  weakly supervised learning  continual learning  
Growth, Raman Scattering Investigation and Photodetector Properties of 2D SnP 期刊论文
SMALL, 2022, 页码: 9
作者:  Ding, Chuyun;  Yao, Yuyu;  Zhu, Leilei;  Shang, Honghui;  Xu, Peng;  Liu, Xiaolin;  Lin, Jia;  Wang, Feng;  Zhan, Xueying;  He, Jun;  Wang, Zhenxing
收藏  |  浏览/下载：56/0  |  提交时间：2022/12/07
2D layered materials  chemical vapor deposition  field-effect transistors (FETs)  Raman scattering  SnP nanosheets