All Relations between semantics and matrix compartment

Publication Sentence Publish Date Extraction Date Species
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
Dongjie Liu, Dawei Li, N N Sze, Hongliang Ding, Yuchen Son. An integrated data- and theory-driven crash severity model. Accident; analysis and prevention. vol 193. 2023-09-18. PMID:37722256. (i) the data-driven component not only mitigate the deficiencies of traditional econometric models, where one-hot encoding is frequently used and makes it impossible to observe semantic relatedness between variable categories, but also enhances the interpretability for the relationship between crash severity and potential influencing factors using the learned embedding weight matrix. 2023-09-18 2023-10-07 Not clear
Siqi Wang, Xiaosheng Yu, Wenzhuo Jia, Jianning Chi, Pengfei Lv, Junxiang Wang, Chengdong W. Optic disc detection based on fully convolutional network and weighted matrix recovery model. Medical & biological engineering & computing. 2023-09-05. PMID:37668892. secondly, the top-down semantic prior information provided by fcn and bottom-up background prior information of the optic disc region are used to jointly construct the prior information weighting matrix, which more accurately guides the decomposition of the feature matrix into a sparse matrix representing the optic disc and a low-rank matrix representing the background. 2023-09-05 2023-09-07 human
Qian Zhang, Lu Chen, Mingwen Shao, Hong Liang, Jie Re. ESAMask: Real-Time Instance Segmentation Fused with Efficient Sparse Attention. Sensors (Basel, Switzerland). vol 23. issue 14. 2023-07-29. PMID:37514740. rspa uses the adjacency matrix to search for regions with high semantic correlation of the same target, which reduces computational cost. 2023-07-29 2023-08-14 Not clear
Hengyuan Zhang, Shashank Venkatramani, David Paz, Qinru Li, Hao Xiang, Henrik I Christense. Probabilistic Semantic Mapping for Autonomous Driving in Urban Environments. Sensors (Basel, Switzerland). vol 23. issue 14. 2023-07-29. PMID:37514797. our pipeline utilizes semantic segmentation of 2d images, associates semantic labels with points in point cloud maps to pinpoint locations in the physical world, and employs a confusion matrix formulation to generate a probabilistic bird's-eye view semantic map from semantic point clouds. 2023-07-29 2023-08-14 Not clear
Sophie Arana, Peter Hagoort, Jan-Mathijs Schoffelen, Milena Rabovsk. Perceived similarity as a window into representations of integrated sentence meaning. Behavior research methods. 2023-06-29. PMID:37382814. in addition, we show how non-negative matrix factorization of similarity judgment data can reveal multiple underlying dimensions reflecting both semantic as well as relational role information. 2023-06-29 2023-08-14 human
Wei Liu, Yi Huang, Yue Sun, Changlong Y. Research on design elements of household medical products for rhinitis based on AHP. Mathematical biosciences and engineering : MBE. vol 20. issue 5. 2023-05-10. PMID:37161231. first, the ahp model and evaluation matrix of design elements were established and sorted out by semantic analysis of users' research results. 2023-05-10 2023-08-14 Not clear
Zhan Yang, Xiyin Deng, Lin Guo, Jun Lon. Asymmetric Supervised Fusion-Oriented Hashing for Cross-Modal Retrieval. IEEE transactions on cybernetics. vol PP. 2023-04-06. PMID:37022860. then, we associate the common latent representation with the semantic label matrix, thereby increasing the discriminative capability of the model by constructing an asymmetric hash learning framework, thus, making the generated hash codes more compact. 2023-04-06 2023-08-14 Not clear
Guo Mao, Zhengbin Pang, Ke Zuo, Jie Li. Gene Regulatory Network Inference Using Convolutional Neural Networks from scRNA-seq Data. Journal of computational biology : a journal of computational molecular cell biology. 2023-03-06. PMID:36877552. and the cnnse model is able to obtain detailed and high-level semantic information from the 2d co-expression matrix. 2023-03-06 2023-08-14 Not clear
Jianlong Zhang, Xincheng Yu, Bin Wang, Chen Che. Generated Image Editing Method Based on Global-Local Jacobi Disentanglement for Machine Learning. Sensors (Basel, Switzerland). vol 23. issue 4. 2023-02-28. PMID:36850416. in terms of global disentanglement, we extract the weight matrix of the style layer in the pre-trained stylegan2 network; obtain the semantic attribute direction vector by using the weight matrix eigen decomposition method; finally, utilize this direction vector as the initialization vector for the jacobi orthogonal regularization search algorithm. 2023-02-28 2023-08-14 Not clear
Yaru Wang, Lilong Feng, Xiaoke Song, Dawei Xu, Yongjie Zha. Zero-Shot Image Classification Method Based on Attention Mechanism and Semantic Information Fusion. Sensors (Basel, Switzerland). vol 23. issue 4. 2023-02-28. PMID:36850908. a semantic information fusion method based on matrix decomposition is proposed, which first decomposes the attribute features and then fuses them with the extracted word vector features of a dataset to achieve information expansion. 2023-02-28 2023-08-14 Not clear
Supriya Kinariwala, Sachin Deshmuk. Short text topic modelling using local and global word-context semantic correlation. Multimedia tools and applications. 2023-02-07. PMID:36747894. in the proposed model, seanmf (semantics-assisted non-negative matrix factorization) is incorporated with word2vec model of gensim library to strengthen the word's semantic relationship. 2023-02-07 2023-08-14 Not clear