1 code implementation • 18 Dec 2024 • Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren
In recent years, knowledge graphs have been integrated into recommender systems as item-side auxiliary information, enhancing recommendation accuracy.
no code implementations • 10 Dec 2024 • Fei Ma, Yukan Li, Yifan Xie, Ying He, Yi Zhang, Hongwei Ren, Zhou Liu, Wei Yao, Fuji Ren, Fei Richard Yu, Shiguang Ni
Specifically, this review will first present the review methodology, the emotion models involved, the mathematical principles of generative models, and the datasets used.
no code implementations • 4 Jul 2024 • Fei Ma, Yucheng Yuan, Yifan Xie, Hongwei Ren, Ivan Liu, Ying He, Fuji Ren, Fei Richard Yu, Shiguang Ni
Finally, the review will outline future research directions, emphasizing the potential of generative models to advance the field of emotion recognition and enhance the emotional intelligence of AI systems.
no code implementations • 12 Apr 2024 • Linhuang Wang, Xin Kang, Fei Ding, Satoshi Nakagawa, Fuji Ren
Our approach takes spatial features of different scales extracted by CNN and feeds them into a Multi-scale Embedding Layer (MELayer).
no code implementations • 2 Jan 2024 • Weijin Cheng, Jianzhi Liu, Jiawen Deng, Fuji Ren
Consequently, we propose a simple and safe prompt engineering method (SSP) to improve image generation quality by providing optimal camera descriptions.
2 code implementations • 24 May 2023 • Zheng Hu, Satoshi Nakagawa, Shi-Min Cai, Fuji Ren
To mitigate potential negative transfer, we separate the item representations into market embeddings and item embeddings.
no code implementations • 17 Dec 2022 • Shaopeng Wei, Jun Wang, Yu Zhao, Xingyan Chen, Qing Li, Fuzhen Zhuang, Ji Liu, Fuji Ren, Gang Kou
Different from previous surveys on graph learning, we provide a holistic review that analyzes current works from the perspective of graph structure, and discusses the latest applications, trends, and challenges in graph learning.
no code implementations • 14 Dec 2022 • Leyuan Qu, Taihao Li, Cornelius Weber, Theresa Pekarek-Rosin, Fuji Ren, Stefan Wermter
Human speech can be characterized by different components, including semantic content, speaker identity and prosodic information.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • journal 2020 • Omar Ahmed, Fuji Ren, Ammar Hawbani, Yaser Al-Sharabi
The main contribution of this paper is to develop a novel Energy Optimized Congestion Control based on Temperature Aware Routing Algorithm (EOCC-TARA) using Enhanced Multi-objective Spider Monkey Optimization (EMSMO) for SDN-based WBAN.
no code implementations • 13 Jul 2019 • Yu Gu, Xiang Zhang, Zhi Liu, Fuji Ren
The ever evolving informatics technology has gradually bounded human and computer in a compact way.
no code implementations • 29 Nov 2018 • Xiaohua Wang, Muzi Peng, Lijuan Pan, Min Hu, Chunhua Jin, Fuji Ren
In this paper, a two-level attention with two-stage multi-task learning (2Att-2Mt) framework is proposed for facial emotion estimation on only static images.