中国科学院计算技术研究所机构知识库

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	Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913 作者:  Yan, Rui;  Zhang, Xueyuan;  Jiang, Zihang;  Wang, Baizhi;  Bian, Xiuwu;  Ren, Fei;  Zhou, S. Kevin 收藏  |  浏览/下载：3/0  |  提交时间：2026/05/25 Pathology  Cancer  Transformers  Feature extraction  Data models  Biological system modeling  Analytical models  Deep learning  Semantics  Multimodal transformer  model interpretability  survival analysis  pathological image analysis  gene expression  gene expression
	FreeMask3D: Zero-Shot Point Cloud Instance Segmentation Without 3D Training 期刊论文 IEEE ROBOTICS AND AUTOMATION LETTERS, 2025, 卷号: 10, 期号: 12, 页码: 12301-12308 作者:  Zhou, Mingquan;  Wu, Xiaodong;  He, Chen;  Wang, Ruiping;  Chen, Xilin 收藏  |  浏览/下载：28/0  |  提交时间：2025/12/03 Three-dimensional displays  Instance segmentation  Point cloud compression  Semantics  Training  Solid modeling  Annotations  Visualization  Cameras  Adaptation models  Object detection  segmentation and categorization  deep learning for visual perception  embodied cognitive science
	A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文 IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134 作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu 收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03 Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices
	Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection 期刊论文 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 7, 页码: 9165-9174 作者:  Pang, Junbiao;  Xiong, Baocheng;  Wu, Jiaqi;  Huang, Qingming 收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03 Feature extraction  Semantics  Heating systems  Context modeling  Noise  Convolution  Asphalt  Semantic segmentation  YOLO  Training  Crack detection  context information  multi-scale  spatial structure
	Boosting Dataset Distillation With the Assistance of Crucial Samples for Visual Learning 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 9873-9886 作者:  Li, Xiaodan;  Zhu, Yao;  Chen, Yuefeng;  Chen, Cen;  Guo, Jianmei;  Wang, Shuhui 收藏  |  浏览/下载：5/0  |  提交时间：2026/05/25 Training  Semantics  Computational modeling  Visualization  Synthetic data  Manifolds  Computational efficiency  Training data  Data models  Continuing education  Dataset distillation (DD)  discarding  semantic  infinite  interpolated
	Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14 作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao 收藏  |  浏览/下载：75/0  |  提交时间：2025/06/25 Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views
	Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement 期刊论文 IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 7115-7128 作者:  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Zhao, Yu;  Wang, Deqing;  Zheng, Hongwei 收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25 Cognition  Knowledge graphs  Task analysis  History  Convolution  Biological system modeling  Semantics  Temporal knowledge graph (TKG)  memory pool  temporal knowledge graph reasoning
	Event Graph Guided Compositional Spatial--Temporal Reasoning for Video Question Answering 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1109-1121 作者:  Bai, Ziyi;  Wang, Ruiping;  Gao, Difei;  Chen, Xilin 收藏  |  浏览/下载：75/0  |  提交时间：2024/05/20 Visualization  Cognition  Transformers  Semantics  Feature extraction  Context modeling  Task analysis  VideoQA  video representation  transformer  spatial-temporal reasoning  compositional reasoning
	MaxMatch: Semi-Supervised Learning With Worst-Case Consistency 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5970-5987 作者:  Jiang, Yangbangyan;  Li, Xiaodan;  Chen, Yuefeng;  He, Yuan;  Xu, Qianqian;  Yang, Zhiyong;  Cao, Xiaochun;  Huang, Qingming 收藏  |  浏览/下载：68/0  |  提交时间：2023/12/04 Predictive models  Training  Data models  Semantics  Perturbation methods  Computational modeling  Benchmark testing  Semi-supervised learning  consistency regularization  worst-case consistency  image classification
	Global-and-Local Collaborative Learning for Co-Salient Object Detection 期刊论文 IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 12 作者:  Cong, Runmin;  Yang, Ning;  Li, Chongyi;  Fu, Huazhu;  Zhao, Yao;  Huang, Qingming;  Kwong, Sam 收藏  |  浏览/下载：98/0  |  提交时间：2022/12/07 Semantics  Task analysis  Feature extraction  Convolution  Object detection  Computational modeling  Collaborative work  3-D convolution  co-salient object detection (CoSOD)  global correspondence modeling (GCM)  local correspondence modeling (LCM)