Zobrazeno 1 - 10
of 23 917
pro vyhledávání: '"Hierarchical representation"'
Autor:
Liu, Zhiqiang, Chen, Mingyang, Hua, Yin, Chen, Zhuo, Liu, Ziqi, Liang, Lei, Chen, Huajun, Zhang, Wen
Beyond-triple fact representations including hyper-relational facts with auxiliary key-value pairs, temporal facts with additional timestamps, and nested facts implying relationships between facts, are gaining significant attention. However, existing
Externí odkaz:
http://arxiv.org/abs/2411.07019
Autor:
Li, Mingcheng, Yang, Dingkang, Liu, Yang, Wang, Shunli, Chen, Jiawei, Wang, Shuaibing, Wei, Jinjie, Jiang, Yue, Xu, Qingyao, Hou, Xiaolu, Sun, Mingyang, Qian, Ziyun, Kou, Dongliang, Zhang, Lihua
Multimodal Sentiment Analysis (MSA) is an important research area that aims to understand and recognize human sentiment through multiple modalities. The complementary information provided by multimodal fusion promotes better sentiment analysis compar
Externí odkaz:
http://arxiv.org/abs/2411.02793
Autor:
Liang, Yuliang, Liu, Yuting, Dang, Yizhou, Yang, Enneng, Guo, Guibing, Cai, Wei, Zhao, Jianzhe, Wang, Xingwei
Medication recommender is to suggest appropriate medication combinations based on a patient's health history, e.g., diagnoses and procedures. Existing works represent different diagnoses/procedures well separated by one-hot encodings. However, they i
Externí odkaz:
http://arxiv.org/abs/2411.03143
Hyperbolic Neural Networks (HNNs), operating in hyperbolic space, have been widely applied in recent years, motivated by the existence of an optimal embedding in hyperbolic space that can preserve data hierarchical relationships (termed Hierarchical
Externí odkaz:
http://arxiv.org/abs/2402.02478
Existing angle-based contour descriptors suffer from lossy representation for non-starconvex shapes. By and large, this is the result of the shape being registered with a single global inner center and a set of radii corresponding to a polar coordina
Externí odkaz:
http://arxiv.org/abs/2404.08292
Autor:
Qian, Yikai, Wang, Tianle, Tong, Xinyi, Jin, Xin, Xu, Duo, Zheng, Bo, Ge, Tiezheng, Yu, Feng, Zhu, Song-Chun
In addressing the challenge of interpretability and generalizability of artificial music intelligence, this paper introduces a novel symbolic representation that amalgamates both explicit and implicit musical information across diverse traditions and
Externí odkaz:
http://arxiv.org/abs/2401.02678
Akademický článek
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Limited by the nature of the low-dimensional representational capacity of 3DMM, most of the 3DMM-based face reconstruction (FR) methods fail to recover high-frequency facial details, such as wrinkles, dimples, etc. Some attempt to solve the problem b
Externí odkaz:
http://arxiv.org/abs/2302.14434
Finding meaningful representations and distances of hierarchical data is important in many fields. This paper presents a new method for hierarchical data embedding and distance. Our method relies on combining diffusion geometry, a central approach to
Externí odkaz:
http://arxiv.org/abs/2305.18962
Akademický článek
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