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	Structured IB: Improving Information Bottleneck with Structured Feature Learning 会议论文 PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025 作者: Yang, Hanzhe; Wu, Youlong; We, Dingzhu; Zhou, Yong; Shi, Yuanming Adobe PDF(486Kb) \| 收藏 \| 浏览/下载：10/1 \| 提交时间：2025/06/17 Cluster analysis Deep neural networks Digital arithmetic Document Clustering Feature learning Generalisation Images segmentations Information bottleneck Information bottleneck principles Interpretability Lagrangian methods Neural-networks Structured information Information Bottleneck Representation Learning Information Theory Machine Learning
	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：126/3 \| 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
	Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1682-1694 作者: Jing Li; Kang Zhou; Shenhan Qian; Wen Li; Lixin Duan Adobe PDF(21930Kb) \| 收藏 \| 浏览/下载：345/0 \| 提交时间：2022/03/25 Benchmarking Computer vision Semantic Segmentation Adaptation methods Domain adaptation Domain feature Domain-specific information Feature re-representation Re-representation Reliable pseudo label retraining Semantic segmentation Target domain Unsupervised domain adaptation
	A Lightweight Semi-supervised Eye Semantic Segmentation Method Based on Iterative Learning 会议论文 JOURNAL OF PHYSICS: CONFERENCE SERIES, Hybrid, Singapore, Singapore, February 23, 2024 - February 25, 2024 作者: Qi, Ruochen; Zhang, Guanghui; Zhu, Dongchen; Shi, Wenjun; Zhang, Xiaolin Adobe PDF(1615Kb) \| 收藏 \| 浏览/下载：242/0 \| 提交时间：2024/06/07 Image representation Learning systems Semantic Segmentation Semantics Biometric recognition Computation costs Eye images Feature learning Image data Iterative learning Learning modules Segmentation methods Semantic segmentation Semi-supervised
	ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis 期刊论文 PATTERN RECOGNITION, 2023, 卷号: 134 作者: Han, Xiangmin; Wang, Jun; Ying, Shihui; Shi, Jun; Shen, Dinggang Adobe PDF(3405Kb) \| 收藏 \| 浏览/下载：724/0 \| 提交时间：2022/10/14 Brain mapping Classification (of information) Computer aided diagnosis Computer aided instruction Deep neural networks Electronic data interchange Knowledge management Neurodegenerative diseases Feature representation Imaging modality Learning using privileged information Metalearning Performance Single-modal Support vector machine plus Support vectors machine Target domain Transfer learning
	D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis 期刊论文 KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 252 作者: Zhan, Bo; Zhou, Luping; Li, Zhiang; Wu, Xi; Pu, Yifei Adobe PDF(2330Kb) \| 收藏 \| 浏览/下载：340/0 \| 提交时间：2022/08/08 Extraction Feature extraction Magnetic resonance imaging Semantics Cross modality Decoupled dual feature extraction (D2FE) Feature representation Features extraction Generative adversarial network Images synthesis Magnetic resonance imaging Network-based Pulse parameter Pulse sequence
	Simplified deep forest model based just-in-time defect prediction for android mobile apps 期刊论文 IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 2, 页码: 848-859 作者: Kunsong Zhao; Zhou Xu; Tao Zhang; Yutian Tang; Meng Yan Adobe PDF(3900Kb) \| 收藏 \| 浏览/下载：306/0 \| 提交时间：2021/12/03 Classification (of information) Defects Forecasting Forestry Just in time production Quality assurance Cascade structures Classification models Comparative methods Data representations Defect prediction Explosive growth High dimensional feature space Performance indicators Mobile applications Predictive models Feature extraction Task analysis Open source software Vegetation Deep forest feature representation learning just-in-time (JIT) defect prediction mobile apps quality assurance
	An Encoding Scheme Capturing Generic Priors and Properties of Amino Acids Improves Protein Classification 期刊论文 IEEE ACCESS, 2019, 卷号: 7, 页码: 7348-7356 作者: Xinrui Zhou; Rui Yin; Jie Zheng; Chee-Keong Kwoh Adobe PDF(945Kb) \| 收藏 \| 浏览/下载：858/14 \| 提交时间：2018/12/26 Encoding scheme feature engineering information representation machine learning
	DEFEATnet-A Deep Conventional Image Representation for Image Classification 期刊论文 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 3, 页码: 494-505 作者: Shenghua Gao; Lixin Duan; Ivor W. Tsang Adobe PDF(4090Kb) \| 收藏 \| 浏览/下载：562/0 \| 提交时间：2017/07/04 Conventional image representation deep architecture feature encoding local max pooling

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