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计算技术研究所 [54]

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	Why Dataset Properties Bound the Scalability of Parallel Machine Learning Training Algorithms 期刊论文 IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 1702-1712 作者: Cheng, Daning; Li, Shigang; Zhang, Hanping; Xia, Fen; Zhang, Yunquan 收藏 \| 浏览/下载：25/0 \| 提交时间：2021/12/01 Training Scalability Machine learning Machine learning algorithms Stochastic processes Task analysis Upper bound Parallel training algorithms training dataset scalability stochastic optimization methods
	Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478 作者: Ma, Ke; Zeng, Jinshan; Xiong, Jiechao; Xu, Qianqian; Cao, Xiaochun 收藏 \| 浏览/下载：17/0 \| 提交时间：2021/12/01 Ordinal embedding SVRG non-convex optimization barzilai-borwein (BB) step size
	Harmonized Multimodal Learning with Gaussian Process Latent Variable Models 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872 作者: Song, Guoli; Wang, Shuhui; Huang, Qingming; Tian, Qi 收藏 \| 浏览/下载：65/0 \| 提交时间：2021/12/01 Multimodal learning Gaussian process latent variable modeling cross-modal retrieval
	Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文 MEDICAL PHYSICS, 2021, 页码: 14 作者: Ma, Jun; Wang, Yixin; An, Xingle; Ge, Cheng; Yu, Ziqi 收藏 \| 浏览/下载：22/0 \| 提交时间：2021/12/01 COVID‐ 19 CT domain generalization few‐ shot learning knowledge transfer lung and infection segmentation
	Learning efficient text-to-image synthesis via interstage cross-sample similarity distillation 期刊论文 SCIENCE CHINA-INFORMATION SCIENCES, 2021, 卷号: 64, 期号: 2, 页码: 12 作者: Mao, Fengling; Ma, Bingpeng; Chang, Hong; Shan, Shiguang; Chen, Xilin 收藏 \| 浏览/下载：14/0 \| 提交时间：2021/12/01 generative adversarial network (GAN) text-to-image synthesis knowledge distillation
	Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894 作者: Song, Guoli; Wang, Shuhui; Huang, Qingming; Tian, Qi 收藏 \| 浏览/下载：25/0 \| 提交时间：2021/12/01 Semantics Correlation Task analysis Data models Learning systems Kernel Deep learning Cross-modal retrieval correlation learning feature learning partial correlation
	Graph Regularized Encoder-Decoder Networks for Image Representation Learning 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136 作者: Yang, Shijie; Li, Liang; Wang, Shuhui; Zhang, Weigang; Huang, Qingming 收藏 \| 浏览/下载：23/0 \| 提交时间：2021/12/01 Laplace equations Visualization Manifolds Image reconstruction Task analysis Decoding Semantics Auto-encoder encoder-decoder graph regularizer image representation learning
	A deep attention-based ensemble network for real-time face hallucination 期刊论文 JOURNAL OF REAL-TIME IMAGE PROCESSING, 2020, 页码: 11 作者: Liu, Dongdong; Chen, Jincai; Huang, Zhenxing; Zeng, Ni; Lu, Ping 收藏 \| 浏览/下载：12/0 \| 提交时间：2020/12/10 Face hallucination Attention mechanism Residual learning Ensemble model
	ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning 期刊论文 SENSORS, 2020, 卷号: 20, 期号: 16, 页码: 23 作者: Jia, Hongwei; Luo, Haiyong; Wang, Hao; Zhao, Fang; Ke, Qixue 收藏 \| 浏览/下载：17/0 \| 提交时间：2020/12/10 forecasting passenger flow spatiotemporal networks multi-task learning attention mechanism spatiotemporal dependency
	Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322 作者: Wu, Yiling; Wang, Shuhui; Huang, Qingming 收藏 \| 浏览/下载：18/0 \| 提交时间：2020/12/10 Semantics Correlation Training Data models Visualization Adaptation models Fasteners Cross-modality learning similarity function learning online learning low-rank matrix

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