中国科学院计算技术研究所机构知识库

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	A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 页码: 23 作者:  Liu, Chang;  Dong, Yinpeng;  Xiang, Wenzhao;  Yang, Xiao;  Su, Hang;  Zhu, Jun;  Chen, Yuefeng;  He, Yuan;  Xue, Hui;  Zheng, Shibao 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Robustness benchmark  Distribution shift  Pre-training  Adversarial training  Image classification
	Two-stage deep neural network for diagnosing fungal keratitis via in vivo confocal microscopy images 期刊论文 SCIENTIFIC REPORTS, 2024, 卷号: 14, 期号: 1, 页码: 11 作者:  Li, Chun-Peng;  Dai, Weiwei;  Xiao, Yun-Peng;  Qi, Mengying;  Zhang, Ling-Xiao;  Gao, Lin;  Zhang, Fang-Lue;  Lai, Yu-Kun;  Liu, Chang;  Lu, Jing;  Chen, Fen;  Chen, Dan;  Shi, Shuai;  Li, Shaowei;  Zeng, Qingyan;  Chen, Yiqiang 收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06 Fungal keratitis  Image classification  Neural network  Transformer
	General Greedy De-Bias Learning 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9789-9805 作者:  Han, Xinzhe;  Wang, Shuhui;  Su, Chi;  Huang, Qingming;  Tian, Qi 收藏  |  浏览/下载：18/0  |  提交时间：2023/12/04 Task analysis  Correlation  Training  Data models  Question answering (information retrieval)  Visualization  Image classification  Curriculum learning  dataset biases  greedy strategy  robust learning
	MaxMatch: Semi-Supervised Learning With Worst-Case Consistency 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5970-5987 作者:  Jiang, Yangbangyan;  Li, Xiaodan;  Chen, Yuefeng;  He, Yuan;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04 Predictive models  Training  Data models  Semantics  Perturbation methods  Computational modeling  Benchmark testing  Semi-supervised learning  consistency regularization  worst-case consistency  image classification
	Balanced masking strategy for multi-label image classification 期刊论文 NEUROCOMPUTING, 2023, 卷号: 522, 页码: 64-72 作者:  Yuan, Jin;  Zhang, Yao;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  Rui, Yong 收藏  |  浏览/下载：27/0  |  提交时间：2023/07/12 Multi -label image classification  Data imbalance  Masking strategy  Graph neural network
	基于多尺度注意力机制的真菌显微图像分类方法 期刊论文 协和医学杂志, 2023, 卷号: 14, 期号: 1, 页码: 139 作者:  张雪媛;  许鸿雁;  董跃明;  刘丹凤;  孙鹏蕊;  颜锐;  崔洪亮;  雷红;  任菲 收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20 fungal  convolutional neural network  image classification  multi-scale attention mechanism  真菌  卷积神经网络  图像分类  多尺度注意力机制
	Local–Global Cross Fusion Network With Gaussian-Initialized Learnable Positional Prompting for Hyperspectral Image Classification 期刊论文 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 16 作者:  Zhang, Xin;  Zhang, Rui;  Li, Ling;  Li, Wei 收藏  |  浏览/下载：9/0  |  提交时间：2024/05/20 3-D convolutional neural network (CNN)  hyperspectral image (HSI) classification  prompting  remote sensing  transformer
	Divide-and-Attention Network for HE-Stained Pathological Image Classification 期刊论文 BIOLOGY-BASEL, 2022, 卷号: 11, 期号: 7, 页码: 17 作者:  Yan, Rui;  Yang, Zhidong;  Li, Jintao;  Zheng, Chunhou;  Zhang, Fa 收藏  |  浏览/下载：34/0  |  提交时间：2022/12/07 pathological image classification  attention mechanism  convolutional neural network  knowledge embedding
	Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography 期刊论文 IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 卷号: 19, 期号: 1, 页码: 209-219 作者:  Gao, Shan;  Han, Renmin;  Zeng, Xiangrui;  Liu, Zhiyong;  Xu, Min;  Zhang, Fa 收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07 Cryo-electron tomography  image classification  convolution neural network
	Zero-Shot Embedding via Regularization-Based Recollection and Residual Familiarity Processes 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 18 作者:  Lyu, Mengyao;  Han, Hu;  Bai, Xiangzhi 收藏  |  浏览/下载：36/0  |  提交时间：2022/06/21 Embedding-based method  image classification  knowledge transfer  zero-shot learning (ZSL)