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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
	Glycan Sequencing Based on Glycosidase-Assisted Nanopore Sensing 期刊论文 JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2025, 卷号: 147, 期号: 2, 页码: 1721-1731 作者: Yao, Guangda; Xia, Bingqing; Wei, Fangyu; Wang, Jiahong; Yang, Yuting Adobe PDF(6300Kb) \| 收藏 \| 浏览/下载：94/2 \| 提交时间：2025/01/13 High performance liquid chromatography Hydrolysis Micropores 'current Building blockes Glycan analysis Glycan chains Glycans Glycosidases Glycosidic linkages Hydrolysis products Machine-learning Proof of concept
	SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Meng, Runqi; Liu, Zonglin; Sun, Yiqun; Jia, Dengqiang; Teng, Lin 收藏 \| 浏览/下载：313/0 \| 提交时间：2024/11/08 Diagnosis Lung cancer Multi-task learning Oncology Cancer patients MR-images Multi-task model Multitask learning Performance Rectal cancer Rectal cancer analyze Survival analysis Treatment planning Vision-language alignment
	Clustered Federated Multi-Task Learning: A Communication-and-Computation Efficient Sparse Sharing Approach 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Yuhan Ai; Qimei Chen; Guangxu Zhu Adobe PDF(3720Kb) \| 收藏 \| 浏览/下载：62/3 \| 提交时间：2025/03/10 Adversarial machine learning Benchmarking Contrastive Learning Federated learning Multi-task learning Transfer learning Clusterings Communication resources Distributed data Federated multi-task learning Model pruning Multitask learning Performance Personalized model Sparse sharing Sparsity ratios
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：84/1 \| 提交时间：2025/02/28 Adversarial machine learning Data privacy Differential privacy Edge computing Frequency allocation Integer programming Learning to rank Network embeddings Resource allocation Edge server Fine tuning Foundation models Intelligence services Learning performance On-line algorithms Parameter-efficient fine-tuning Pre-trained foundation model Resources allocation Upper Bound
	Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: PP, 期号: 99 作者: Juan Qin; Lixiang Lian Adobe PDF(884Kb) \| 收藏 \| 浏览/下载：69/12 \| 提交时间：2025/03/25 Adversarial machine learning Contrastive Learning Federated learning Resource allocation Artificial intelligence systems Communicationtechnology CRB Integrated sensing Integrated sensing and communication-enabled artificial intelligence Learning tasks Motion recognition Performance tradeoff Sensing technology Sensory data
	Low-Cost Acoustic Field Reconstruction with Physics-Incorporated Deep Learning for Binary Amplitude-Only Hologram 期刊论文 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: PP, 期号: 99 作者: Qing Liu; Chengxi Zhong; Zhenhuan Sun; You-Fu Li; Hu Su Adobe PDF(1778Kb) \| 收藏 \| 浏览/下载：70/4 \| 提交时间：2025/03/03 Acoustic fields Acoustic wave propagation Electron holography Holograms Inverse problems Sound recording Surface discharges Acoustic field reconstruction Acoustic holography Acoustics waves Binary amplitude-only hologram Learning frameworks Low-costs NET architecture Physic-incorporated deep learning Real time performance Reconstruction techniques
	Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Zixin Wang; Yong Zhou; Yuanming Shi; Khaled. B. Letaief 收藏 \| 浏览/下载：52/0 \| 提交时间：2025/03/18 Edge computing Frequency allocation Integer programming Learning to rank Mixed-integer linear programming Problem oriented languages Resource allocation Critical challenges Device scheduling Distributed data Fine tuning Fine-tuning methods Global models Language model Learning performance On-line algorithms Radio resources
	Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Jiawei You; Youlong Wu; Dingzhu Wen; Yong Zhou; Yuning Jiang Adobe PDF(411Kb) \| 收藏 \| 浏览/下载：347/5 \| 提交时间：2024/09/14 Adversarial machine learning Information dissemination Reinforcement learning Communication overheads Communication range Cooperative tasks Dynamic communication Information bottleneck Information sharing Multi-agent reinforcement learning Multiagent systems (MASs) Reinforcement learning algorithms Task performance
	Improving Panoptic Segmentation in Occlusion with a Local-aware Decoder 会议论文 2024 2ND INTERNATIONAL CONFERENCE ON COMPUTER, VISION AND INTELLIGENT TECHNOLOGY (ICCVIT), Huaibei, China, 24-27 Nov. 2024 作者: Yue Xu; Guanghui Zhang; Deming Wu; Xingyuan Deng; Wenhao Wang Adobe PDF(3088Kb) \| 收藏 \| 浏览/下载：57/1 \| 提交时间：2025/02/17 Decoding Deep learning Robot applications Autonomous driving Driving navigations Learning technology Local areas Local aware Panoptic segmentation Performance Robot navigation Transformer Transformer modeling

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