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信息科学与技术学院 [14]

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	Self-supervised denoising for high-dimensional magnetic resonance image 期刊论文 BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 卷号: 104 作者: Tian, Xuanyu; Wu, Jiangjie; Lao, Guoyan; Du, Chenhe; Jiang, Changhao Adobe PDF(4490Kb) \| 收藏 \| 浏览/下载：113/1 \| 提交时间：2025/02/12 Dynamic contrast enhanced MRI Signal to noise ratio BOLD De-noising Denoising methods Diffusion weighted imaging High-dimensional High-dimensional magnetic resonance imaging Higher-dimensional Noisy data Resonance imaging data Self-supervised
	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：111/2 \| 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
	GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Haotian Tian; Lixiang Lian Adobe PDF(1279Kb) \| 收藏 \| 浏览/下载：39/2 \| 提交时间：2025/03/18 Adversarial machine learning Channel estimation Contrastive Learning Deep learning Mean square error Risk analysis Risk assessment Risk perception Supervised learning Unsupervised learning Deep equilibrium model Equilibrium modelling Generalized stein unbiased risk estimate Ground truth Large-scale channel estimation Large-scales Learn+ Learning-based methods Model learning Unbiased risk estimates
	Monocular Human-Object Reconstruction in the Wild 会议论文 MM 2024 - PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Melbourne, VIC, Australia, October 28, 2024 - November 1, 2024 作者: Huo, Chaofan; Shi, Ye; Wang, Jingya Adobe PDF(17314Kb) \| 收藏 \| 浏览/下载：216/32 \| 提交时间：2024/12/13 3D modeling Neural networks Three dimensional computer graphics 2D images 3D computer vision 3D spaces Human-object interaction Human-object interaction reconstruction Learn+ Object reconstruction Prior-knowledge Spatial relations Supervised methods
	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：220/0 \| 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
	Emergence of Segmentation with Minimalistic White-Box Transformers 会议论文 PROCEEDINGS OF MACHINE LEARNING RESEARCH, Hongkong, China, January 3, 2024 - January 6, 2024 作者: Adobe PDF(11992Kb) \| 收藏 \| 浏览/下载：189/0 \| 提交时间：2024/02/23 Network architecture Classification tasks Condition Downstream applications Learning mechanism Modeling architecture Proper design Property Supervised classification Supervised methods White box
	Robust embedding regression for semi-supervised learning 期刊论文 PATTERN RECOGNITION, 2024, 卷号: 145 作者: Bao, Jiaqi; Kudo, Mineichi; Kimura, Keigo; Sun, Lu Adobe PDF(2659Kb) \| 收藏 \| 浏览/下载：435/0 \| 提交时间：2023/10/13 Classification (of information) Feature Selection Iterative methods Regression analysis Embeddings Features selection Labeled data Low-rank representations Nuclear norm Real-world Ridge regression Semi-supervised learning Semi-supervised method Unlabeled data
	Weakly supervised learning for pattern classification in serial femtosecond crystallography 期刊论文 OPTICS EXPRESS, 2023, 卷号: 31, 期号: 20, 页码: 32909-32924 作者: Xie, Jianan; Liu, Ji; Zhang, Chi; Chen, Xihui; Huai, Ping Adobe PDF(46123Kb) \| 收藏 \| 浏览/下载：248/0 \| 提交时间：2024/01/19 Classification (of information) Crystal structure Data handling Diffraction patterns Electrons Free electron lasers Interferometry Supervised learning X ray crystallography Crystals structures High-resolution structures Labeled dataset Laser facilities Machine learning methods Patterns classification Serial femtosecond crystallographies Supervised methods Weakly supervised learning X-ray free electron lasers
	A Closer Look at Self-Supervised Lightweight Vision Transformers 会议论文 PROCEEDINGS OF MACHINE LEARNING RESEARCH, Honolulu, HI, United states, July 23, 2023 - July 29, 2023 作者: Wang, Shaoru; Gao, Jin; Li, Zeming; Zhang, Xiaoqin; Hu, Weiming Adobe PDF(3494Kb) \| 收藏 \| 浏览/下载：158/0 \| 提交时间：2024/01/19 Supervised learning Architecture designs Classification tasks Down-stream Images classification Large-scales Performance Pre-training Prediction tasks Training methods Transformer performance
	Semantic-Aware Registration 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), Singapore, Singapore, September 22, 2022 - September 22, 2022 作者: Jin, Zhan; Xue, Peng; Zhang, Yuyao; Cao, Xiaohuan; Shen, Dinggang Adobe PDF(1690Kb) \| 收藏 \| 浏览/下载：267/0 \| 提交时间：2022/11/04 Computerized tomography Deep learning Histology Image registration Iterative methods Medical imaging Semantic Segmentation Semantics Anatomical structures Clinical application Images registration Medical image registration Organ surfaces Performance Registration methods Semantic-aware Volumetrics Weakly supervised learning

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