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	A conditional normalizing flow for domain decomposed uncertainty quantification 期刊论文 JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2025, 卷号: 465 作者: Sen Li; Ke Li; Yu Liu; Qifeng Liao Adobe PDF(1887Kb) \| 收藏 \| 浏览/下载：255/4 \| 提交时间：2024/12/17 uncertainty quantification domain decomposition deep neural networks conditional normalizing flows PDEs
	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：2/1 \| 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
	Impact of Loss Function on the Performance of COVID-19 CT Image Denoising 期刊论文 IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2025, 卷号: 9, 期号: 3, 页码: 304-312 作者: Ayush Chaturvedi; Ritvik Prabhu; Mukund Yadav; Wu-chun Feng; Guohua Cao Adobe PDF(3943Kb) \| 收藏 \| 浏览/下载：233/7 \| 提交时间：2024/08/26 Computerized tomography Deep neural networks Diagnosis Image denoising Lung cancer Chest CT Chest CT scans CT Image Deconvolutions Deep learning Image de-noising Learning models Low-dose CT Multilevels Multiple levels
	Adaptive Deep Density Approximation for Stochastic Dynamical Systems 期刊论文 JOURNAL OF SCIENTIFIC COMPUTING, 2025, 卷号: 102, 期号: 3 作者: He, Junjie; Liao, Qifeng; Wan, Xiaoliang Adobe PDF(1369Kb) \| 收藏 \| 浏览/下载：321/8 \| 提交时间：2024/07/08 Stochastic dynamical systems Continuity equation Deep neural networks Normalizing flows
	Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 2, 页码: 1083-1097 作者: Zhentao Liu; Yu Fang; Changjian Li; Han Wu; Yuan Liu Adobe PDF(2659Kb) \| 收藏 \| 浏览/下载：303/5 \| 提交时间：2024/10/21 3D reconstruction Computerized tomography Deep neural networks Volume rendering Computed tomography images Cone-beam computed tomography Geometry awareness High quality Multi-view consistence Multi-views Prior-knowledge Sparse-view cone beam computed tomography reconstruction Tomography reconstruction X-ray projections
	Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 2, 页码: 868-879 作者: Jiaming Xie; Qing Zhang; Zhiming Cui; Chong Ma; Yan Zhou Adobe PDF(4281Kb) \| 收藏 \| 浏览/下载：233/7 \| 提交时间：2024/09/30 Deep neural networks Mammography Clinical data Computer-aided Eye-tracking High quality Mammogram images Medical data Medical image segmentation Neural-networks Performance Semantic segmentation
	Pushing the Limit of Post-Training Quantization 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: PP, 期号: 99 作者: Ruihao Gong; Xianglong Liu; Yuhang Li; Yunqiang Fan; Xiuying Wei Adobe PDF(3735Kb) \| 收藏 \| 浏览/下载：52/3 \| 提交时间：2025/03/29 'current Block reconstruction Deep learning Flatness Low-costs Lower precision Model compression Neural-networks Post-training quantization Quantisation
	Interference Management in Space-Air-Ground Integrated Networks with Fully Distributed Rate-Splitting Multiple Access 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 1, 页码: 149-164 作者: Shengyu Zhang; Yijie Mao; Bruno Clerckx; Tony Q.S. Quek Adobe PDF(4358Kb) \| 收藏 \| 浏览/下载：177/1 \| 提交时间：2024/11/11 Amplitude modulation Antenna grounds Beam forming networks Benchmarking Integrated circuit design Recurrent neural networks Satellite communication systems Satellites Space division multiple access Structural analysis Structural dynamics Unmanned aerial vehicles (UAV) Air grounds Deep learning Ergodics Integrated networks Interference management Multiple access Rate splitting Rate-splitting multiple access Space-air-ground integrated network Sum-rate
	A Deep Investigation on Stealthy DVFS Fault Injection Attacks at DNN Hardware Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 1, 页码: 39-51 作者: Junge Xu; Fan Zhang; Wenguang Jin; Kun Yang; Zeke Wang Adobe PDF(2572Kb) \| 收藏 \| 浏览/下载：325/4 \| 提交时间：2024/07/15 Acceleration Deep neural networks Dynamic frequency scaling Field programmable gate arrays (FPGA) Frequency converters Image recognition Network security Software testing Timing circuits Voltage scaling Circuit faults Deep learning Deep learning accelerator Digital converters Dynamic voltage and frequency scaling Fault injection attacks Field programmable gate array Field programmables Hardware acceleration Programmable gate array Time-to-digital Time-to-digital converter
	Research on Agents Decision-making Ability based on Adaptive Deep Learning 会议论文 ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Singapore, Singapore, August 7, 2024 - August 9, 2024 作者: Chen, Qianyu Adobe PDF(252Kb) \| 收藏 \| 浏览/下载：10/1 \| 提交时间：2025/04/25 Contrastive Learning Convolutional neural networks Deep learning Efficiency Federated learning Reinforcement learning Adaptive decision making Adaptive deep learning Changing environment Convolutional neural network Decision-making ability Decisions makings Experience replay Intelligence decision Policy optimization Research results

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