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Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
作者:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
收藏  |  浏览/下载:22/0  |  提交时间:2024/02/22
Few-shot learning  Metric-based learning framework  Softmax loss improvement  
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 9, 页码: 4616-4629
作者:  Ma, Chengcheng;  Liu, Yang;  Deng, Jiankang;  Xie, Lingxi;  Dong, Weiming;  Xu, Changsheng
Adobe PDF(1644Kb)  |  收藏  |  浏览/下载:76/11  |  提交时间:2023/11/16
Vision-language model  prompt tuning  over-fitting  subspace learning  gradient projection  
NIR-IIb Fluorescence Molecular Tomography of Glioblastomas Based on Heterogeneous Mouse Models and Adaptive Projection Match Pursuit Method 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, 卷号: 70, 期号: 8, 页码: 2258-2269
作者:  Shi, Xiaojing;  Guo, Lishuang;  Liu, Jiangang;  Tian, Jie;  Hu, Zhenhua
收藏  |  浏览/下载:71/0  |  提交时间:2023/11/17
Adaptive projection matching pursuit method  fluorescence molecular tomography  glioblastoma  NIR-IIb  
Dynamic residual Kaczmarz method for noise reducing reconstruction in magnetic particle imaging 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 14, 页码: 17
作者:  Zhang, Peng;  Liu, Jie;  Li, Yimeng;  Zhu, Tao;  Yin, Lin;  An, Yu;  Zhong, Jing;  Hui, Hui;  Tian, Jie
收藏  |  浏览/下载:134/0  |  提交时间:2023/11/17
magnetic particle imaging  reconstruction method  inverse problem  
Excitation-based fully connected network for precise NIR-II fluorescence molecular tomography 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2022, 卷号: 13, 期号: 12, 页码: 6284-6299
作者:  Cao, Caiguang;  Xiao, Anqi;  Cai, Meishan;  Shen, Biluo;  Guo, Lishuang;  Shi, Xiaojing;  Tian, Jie;  Hu, Zhenhua
Adobe PDF(6713Kb)  |  收藏  |  浏览/下载:256/47  |  提交时间:2023/03/20
Cross-Architecture Knowledge Distillation 会议论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, Macau SAR, China, 2022.12.4-2022.12.8
作者:  Yufan Liu;  Jiajiong Cao;  Bing Li;  Weiming Hu;  Jingting Ding;  Liang Li
Adobe PDF(1020Kb)  |  收藏  |  浏览/下载:125/41  |  提交时间:2023/04/23
Knowledge distillation  Cross architecture  Model compression  Deep learning  
Rethinking Pretraining as a Bridge From ANNs to SNNs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Lin, Yihan;  Hu, Yifan;  Ma, Shijie;  Yu, Dongjie;  Li, Guoqi
收藏  |  浏览/下载:150/0  |  提交时间:2023/03/20
Training  Task analysis  Neurons  Pipelines  Artificial neural networks  Feature extraction  Transfer learning  Event-driven dataset  neural network (NN) analysis  pretraining technique  spiking NN (SNN)  transfer learning  
Face swapping detection based on identity spatial constraints with weighted frequency division 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 14
作者:  Ai, Zupeng;  Peng, Chengwei;  Jiang, Jun;  Li, Zekun;  Li, Bing
收藏  |  浏览/下载:164/0  |  提交时间:2022/11/14
Face swapping  Face manipulation  Frequency division  Identity constraints  
A Unified Framework for High Fidelity Face Swap and Expression Reenactment 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 6, 页码: 3673-3684
作者:  Peng, Bo;  Fan, Hongxing;  Wang, Wei;  Dong, Jing;  Lyu, Siwei
收藏  |  浏览/下载:146/0  |  提交时间:2022/07/25
Faces  Task analysis  Videos  Shape  Three-dimensional displays  Face recognition  Information integrity  Face swap  expression reenactment  3DMM  video manipulation  
Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and overall survival risk 期刊论文
TRANSLATIONAL LUNG CANCER RESEARCH, 2022, 页码: 23
作者:  He, Bing-Xi;  Zhong, Yi-Fan;  Zhu, Yong-Bei;  Deng, Jia-Jun;  Fang, Meng-Jie;  She, Yun-Lang;  Wang, Ting-Ting;  Yang, Yang;  Sun, Xi-Wen;  Belluomini, Lorenzo;  Watanabe, Satoshi;  Dong, Di;  Tian, Jie;  Xie, Dong
Adobe PDF(3742Kb)  |  收藏  |  浏览/下载:275/35  |  提交时间:2022/06/10
Tumor biomarkers  immunotherapy  lung neoplasms  programmed cell death 1 receptor (PD-1 receptor)  biostatistics