| Publication |
Sentence |
Publish Date |
Extraction Date |
Species |
| Mingming Li, Xingjie Wang, Chunhua Li, Anping Zen. Nonnegative matrix factorization with Wasserstein metric-based regularization for enhanced text embedding. PloS one. vol 19. issue 12. 2024-12-05. PMID:39636904. |
to address this issue, we propose a new nmf scheme incorporating a regularization term based on the wasserstein metric, which quantifies an approximation of a word-context matrix to leverage semantic information. |
2024-12-05 |
2024-12-08 |
Not clear |
| Wenming Ma, Zihao Chu, Hao Chen, Mingqi L. Spatio-temporal envolutional graph neural network for traffic flow prediction in UAV-based urban traffic monitoring system. Scientific reports. vol 14. issue 1. 2024-11-05. PMID:39500986. |
to overcome this limitation, we propose an evolutionary graph neural network for traffic prediction, capable of continuously updating the semantic adjacency matrix throughout the training process. |
2024-11-05 |
2024-11-08 |
Not clear |
| Wenming Ma, Zihao Chu, Hao Chen, Mingqi L. Spatio-temporal envolutional graph neural network for traffic flow prediction in UAV-based urban traffic monitoring system. Scientific reports. vol 14. issue 1. 2024-11-05. PMID:39500986. |
this dynamic evolution of the semantic adjacency matrix allows it to adapt to the features and semantic relations of the current data, enhancing its ability to capture the complexity and variability of traffic patterns. |
2024-11-05 |
2024-11-08 |
Not clear |
| Alessandro Maist. Domain embeddings for generating complex descriptions of concepts in Italian language. Cognitive processing. 2024-10-21. PMID:39432227. |
our model facilitates the generation of reasoned semantic descriptions of concepts by selecting matrices directly associated with concrete conceptual knowledge, such as a matrix based on location nouns and the concept of animal habitats. |
2024-10-21 |
2024-10-23 |
Not clear |
| Jiaqi Sun, Chen Zhang, Linlin Xing, Longbo Zhang, Hongzhen Cai, Maozu Gu. BAMRE: Joint extraction model of Chinese medical entities and relations based on Biaffine transformation with relation attention. Journal of biomedical informatics. 2024-10-05. PMID:39368528. |
this matrix is designed to enhance the semantic dependencies and relational representations between entities, enabling triplet extraction. |
2024-10-05 |
2024-10-08 |
human |
| Jiansheng Jiang, Wenxin Ge, Yibin Wang, Yusheng Cheng, Yuting X. Soft-label recover based label-specific features learning. Scientific reports. vol 14. issue 1. 2024-10-04. PMID:39367061. |
secondly, the membership degree and confidence matrix are combined to construct soft labels, and this process not only solves the problem of missing labels but also obtains soft labels with richer semantic information. |
2024-10-04 |
2024-10-07 |
Not clear |
| Chris Westbury, Michelle Yang, Kris Anderso. The principal components of meaning, revisited. Psychonomic bulletin & review. 2024-08-22. PMID:39174751. |
here, we extend this work by analyzing a larger word-embedding matrix using semantic measures initially derived from subjective inspection of the pcs. |
2024-08-22 |
2024-08-25 |
human |
| Zhouxiang Zhao, Zhaohui Yang, Mingzhe Chen, Zhaoyang Zhang, H Vincent Poo. A Joint Communication and Computation Design for Probabilistic Semantic Communications. Entropy (Basel, Switzerland). vol 26. issue 5. 2024-05-26. PMID:38785643. |
to tackle this non-convex non-smooth optimization challenge, a three-stage algorithm is proposed, where the solutions for the received beamforming matrix of the bs, the transmit power of each user, and the semantic compression ratio of each user are obtained stage by stage. |
2024-05-26 |
2024-05-27 |
Not clear |
| Sonja Walcher, Živa Korda, Christof Körner, Mathias Benede. How workload and availability of spatial reference shape eye movement coupling in visuospatial working memory. Cognition. vol 249. 2024-05-18. PMID:38761645. |
our findings show that eye movements consistently matched the imagined movement of the patch in the matrix, not driven solely by auditory or semantic cues. |
2024-05-18 |
2024-05-27 |
human |
| Chengguan Xiang, Ying Wang, Qiyun Zhou, Zhen Y. Graph semantic similarity-based automatic assessment for programming exercises. Scientific reports. vol 14. issue 1. 2024-05-08. PMID:38719952. |
by calculating the node similarity between the student's program and the teacher's reference programs in terms of structure and program semantics, a similarity matrix is generated and the optimal similarity node path of this matrix is identified. |
2024-05-08 |
2024-05-27 |
Not clear |
| Yifan Pu, Yizeng Han, Yulin Wang, Junlan Feng, Chao Deng, Gao Huan. Fine-grained Recognition with Learnable Semantic Data Augmentation. IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. vol PP. 2024-04-26. PMID:38662557. |
the semantic directions are estimated with a covariance prediction network, which predicts a sample-wise covariance matrix to adapt to the large intra-class variation inherent in fine-grained images. |
2024-04-26 |
2024-04-28 |
Not clear |
| Jinrong Cui, Zhipeng He, Qiong Huang, Yulu Fu, Yuting Li, Jie We. Structure-aware contrastive hashing for unsupervised cross-modal retrieval. Neural networks : the official journal of the International Neural Network Society. vol 174. 2024-03-06. PMID:38447425. |
specifically, we concurrently employ both high-dimensional representations and discriminative representations learned by the network to construct a more informative semantic correlative matrix across modalities. |
2024-03-06 |
2024-03-09 |
Not clear |
| Meijia Zhang, Junzheng Li, Xiyuan Zhen. Semantic embedding based online cross-modal hashing method. Scientific reports. vol 14. issue 1. 2024-01-06. PMID:38184671. |
to exploit the semantic information, we map the semantic labels to a latent semantic space and construct a semantic similarity matrix to preserve the similarity between new data and existing data in the hamming space. |
2024-01-06 |
2024-01-09 |
Not clear |
| Yongchao Zhang, Yuanming Li, Pengzhan Che. TSG-SLAM: SLAM Employing Tight Coupling of Instance Segmentation and Geometric Constraints in Complex Dynamic Environments. Sensors (Basel, Switzerland). vol 23. issue 24. 2023-12-23. PMID:38139653. |
this method seamlessly integrates semantic information with geometric constraint data, using the fundamental matrix as a connecting element. |
2023-12-23 |
2023-12-25 |
Not clear |
| Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xi. Random Online Hashing for Cross-Modal Retrieval. IEEE transactions on neural networks and learning systems. vol PP. 2023-12-05. PMID:38048245. |
many of these methods leverage semantic correlations among heterogeneous modalities by constructing a similarity matrix or building a common semantic space with the collective matrix factorization method. |
2023-12-05 |
2023-12-10 |
Not clear |
| Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xi. Random Online Hashing for Cross-Modal Retrieval. IEEE transactions on neural networks and learning systems. vol PP. 2023-12-05. PMID:38048245. |
however, the similarity matrix may sacrifice the scalability and cannot preserve more semantic information into hash codes in the existing methods. |
2023-12-05 |
2023-12-10 |
Not clear |
| Kaihang Jiang, Wai Keung Wong, Xiaozhao Fang, Jiaxing Li, Jianyang Qin, Shengli Xi. Random Online Hashing for Cross-Modal Retrieval. IEEE transactions on neural networks and learning systems. vol PP. 2023-12-05. PMID:38048245. |
specifically, a bridging matrix is introduced to establish a bidirectional linear relation between hash codes and labels, which preserves more semantic similarities into hash codes and significantly reduces the semantic distances between hash codes of samples with similar labels. |
2023-12-05 |
2023-12-10 |
Not clear |
| Zhaoyang Sun, Yaxiong Chen, Shengwu Xion. SSAT ++ : A Semantic-Aware and Versatile Makeup Transfer Network With Local Color Consistency Constraint. IEEE transactions on neural networks and learning systems. vol PP. 2023-11-24. PMID:37999963. |
meanwhile, the semantic correspondence from the target to the reference is obtained by transposing the correlation matrix and applied to the makeup removal task. |
2023-11-24 |
2023-11-28 |
Not clear |
| Eleonora Borelli, Francesca Benuzzi, Daniela Ballotta, Elena Bandieri, Mario Luppi, Cristina Cacciari, Carlo Adolfo Porro, Fausta Lu. Words hurt: common and distinct neural substrates underlying nociceptive and semantic pain. Frontiers in neuroscience. vol 17. 2023-10-13. PMID:37829724. |
recent studies have shown that processing semantic pain, such as words associated with physical pain, modulates pain perception and enhances activity in regions of the pain matrix. |
2023-10-13 |
2023-10-15 |
Not clear |
| Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yua. Handling Open-Set Noise and Novel Target Recognition in Domain Adaptive Semantic Segmentation. IEEE transactions on pattern analysis and machine intelligence. vol 45. issue 8. 2023-10-11. PMID:37819830. |
in this paper, we propose a simplex noise transition matrix (simt) to model the mixed noise distributions in da semantic segmentation, and leverage simt to handle open-set label noise and enable novel target recognition. |
2023-10-11 |
2023-10-15 |
Not clear |