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	Progressive self-supervised learning: A pre-training method for crowd counting 期刊论文 PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154 作者: Gu, Yao; Zheng, Zhe; Wu, Yingna; Xie, Guangping; Ni, Na Adobe PDF(2000Kb) \| 收藏 \| 浏览/下载：114/2 \| 提交时间：2025/02/12 Adversarial machine learning Contrastive Learning Federated learning Crowd counting Dataset construction Feature representation Images classification Learning methods Learning process Modeling performance Pre-training Supervised learning approaches Training methods
	Whole slide cervical cancer classification via graph attention networks and contrastive learning 期刊论文 NEUROCOMPUTING, 2025, 卷号: 613 作者: Fei, Manman; Zhang, Xin; Chen, Dongdong; Song, Zhiyun; Wang, Qian Adobe PDF(5797Kb) \| 收藏 \| 浏览/下载：364/4 \| 提交时间：2024/11/08 Lung cancer Automatic diagnosis Cancer classification Cervical cancers Cervical cells Contextual information Graph attention network Images classification Supervised contrastive learning Whole slide image classification Whole slide images
	Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99 作者: Wenyang Luo; Yufan Liu; Bing Li; Weiming Hu; Stephen Maybank Adobe PDF(9318Kb) \| 收藏 \| 浏览/下载：30/1 \| 提交时间：2025/03/03 Embeddings Footage counters Gluing Image compression Video recording Compressed domain Compressed video Dynamic alignment Embeddings Few-shot learning Novel task Shot video classifications Task-aware Temporal ordering Video classification
	Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks 期刊论文 IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24 作者: Wang, Ziheng; Niknia, Farzad; Liu, Shanshan; Jiang, Honglan; Liu, Siting Adobe PDF(1283Kb) \| 收藏 \| 浏览/下载：24/1 \| 提交时间：2025/04/14 Training Face recognition Measurement Accuracy Hardware Adaptive systems Convergence Data models Adaptation models Testing Deep metric learning classification face recognition loss function triplet networks
	Development of Machine Learning Based Classification Method for Carotid Plaques Using Portable 3D Ultrasound 会议论文 2024 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), Taipei, China, 22-26 September 2024 作者: Xu, Duo; Zhang, Haibin; Huang, Yunqian; Chen, Man; Zheng, Rui Adobe PDF(302Kb) \| 收藏 \| 浏览/下载：299/8 \| 提交时间：2024/09/26 Machine learning Carotid plaque Classification Portable 3D ultrasound
	Semi-Supervised Learning of Visual Attributes for Automated Assessment of Lung Nodule Malignancy 会议论文 2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024 作者: Liyun Chen; Linlin Yao; Qian Wang; Zhong Xue Adobe PDF(4167Kb) \| 收藏 \| 浏览/下载：200/5 \| 提交时间：2024/08/26 Adversarial machine learning Contrastive Learning Federated learning Prediction models Self-supervised learning Semi-supervised learning Automated assessment Classification tasks Interpretability Learning models Lung nodule Malignancy classification Prediction modelling Semi-supervised Semi-supervised learning Visual attributes
	Constructing hierarchical attentive functional brain networks for early AD diagnosis 期刊论文 MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94 作者: Zhang, Jianjia; Guo, Yunan; Zhou, Luping; Wang, Lei; Wu, Weiwen Adobe PDF(2260Kb) \| 收藏 \| 浏览/下载：308/2 \| 提交时间：2024/04/12 Brain Deep learning Brain disease Brain disease classification Brain disorders Brain networks Conventional constructions Disease classification Functional brain network Hierarchical representation Rs-fMRI Transformer
	Optimizing Few-Shot Remote Sensing Scene Classification Based on an Improved Data Augmentation Approach 期刊论文 REMOTE SENSING, 2024, 卷号: 16, 期号: 3 作者: Adobe PDF(3692Kb) \| 收藏 \| 浏览/下载：388/0 \| 提交时间：2024/02/23 Classification (of information) Image classification Space optics Augmentation methods Classification learning Data augmentation Feature distortion Few-shot learning Remote sensing images Remote sensing scene classification Remote-sensing Scene classification Shot classification
	Reducing overconfident errors in molecular property classification using Posterior Network 期刊论文 PATTERNS, 2024, 卷号: 5, 期号: 6 作者: Fan, Zhehuan; Yu, Jie; Zhang, Xiang; Chen, Yijie; Sun, Shihui Adobe PDF(2007Kb) \| 收藏 \| 浏览/下载：158/0 \| 提交时间：2024/06/07 Computational chemistry Deep learning Drug products Artificial intelligence-aided drug design Classification models Drug Design Drug development Molecular properties Property classification QSAR Trustworthy AI Uncertainty estimation Uncertainty quantifications
	A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023 作者: Deng, Kehao; Wang, Bin; Ma, Shanshan; Xue, Zhong; Cao, Xiaohuan Adobe PDF(1364Kb) \| 收藏 \| 浏览/下载：259/0 \| 提交时间：2023/11/24 Cams Chemical activation Classification (of information) Computerized tomography Supervised learning Activation maps Attention Class activation map CT Image Lesion identifications Pathological conditions Regions of interest Treatment plans Weakly supervised learning Weakly supervision

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