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Akademický článek
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This paper presents a Tri-branch Neural Fusion (TNF) approach designed for classifying multimodal medical images and tabular data. It also introduces two solutions to address the challenge of label inconsistency in multimodal classification. Traditio
Externí odkaz:
http://arxiv.org/abs/2403.01802
This paper presents an in-depth study of multimodal machine translation (MMT), examining the prevailing understanding that MMT systems exhibit decreased sensitivity to visual information when text inputs are complete. Instead, we attribute this pheno
Externí odkaz:
http://arxiv.org/abs/2310.17133
The design choices in Transformer feed-forward neural networks have resulted in significant computational and parameter overhead. In this work, we emphasize the importance of hidden dimensions in designing lightweight FFNs, a factor often overlooked
Externí odkaz:
http://arxiv.org/abs/2310.14921
Autor:
Xing Zhang, Jie Su, Jiacheng Lin, Lujiong Liu, Jiamin Wu, Wenli Yuan, Yibao Zhang, Qi Chen, Zi jian Su, Guihua Xu, Meng Sun, Yile Zhang, Xuan Chen, Wei Zhang
Publikováno v:
Journal of Ethnopharmacology. 314:116633
Covert communications assisted by simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) in non-orthogonal multiple access (NOMA) systems have been explored in this paper. In particular, the access point (AP) transmi
Externí odkaz:
http://arxiv.org/abs/2306.07105
Autor:
Xiao, Han, Hu, Xiaoyan, Mu, Pengcheng, Wang, Wenjie, Zheng, Tong-Xing, Wong, Kai-Kit, Yang, Kun
This paper investigates the multi-antenna covert communications assisted by a simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS). In particular, to shelter the existence of communications between transmitter and
Externí odkaz:
http://arxiv.org/abs/2305.03991
Autor:
Xiao, Han, Hu, Xiaoyan, Mu, Pengcheng, Wang, Wenjie, Zheng, Tong-Xing, Wong, Kai-Kit, Yang, Kun
This paper investigates the multi-antenna covert communications assisted by a simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS). In particular, to shelter the existence of covert communications between a multi-a
Externí odkaz:
http://arxiv.org/abs/2305.04930
Autor:
Zheng Tong1,2, Tingting Dong2, Qiuhua Li2,3, Rui Wang2, Junna He2 hejunna@cau.edu.cn, Bo Hong2
Publikováno v:
Horticulture Plant Journal. Jan2024, Vol. 10 Issue 1, p239-251. 13p.
Two principles: the complementary principle and the consensus principle are widely acknowledged in the literature of multi-view learning. However, the current design of multi-head self-attention, an instance of multi-view learning, prioritizes the co
Externí odkaz:
http://arxiv.org/abs/2212.10197