no code implementations • 22 Jan 2024 • Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park, Choong Seon Hong
Recent innovations in transformers have shown their superior performance in natural language processing (NLP) and computer vision (CV).
no code implementations • 22 Mar 2023 • Yu Qiao, Seong-Bae Park, Sun Moo Kang, Choong Seon Hong
In this paper, a prototype-based federated learning framework is proposed, which can achieve better inference performance with only a few changes to the last global iteration of the typical federated learning process.
1 code implementation • 28 Oct 2022 • Ye Lin Tun, Chu Myaet Thwal, Yu Min Park, Seong-Bae Park, Choong Seon Hong
Specifically, FedIntR computes a regularization term that encourages the closeness between the intermediate layer representations of the local and global models.
no code implementations • 13 Oct 2022 • Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong
Explainable artificial intelligence (XAI) twin systems will be a fundamental enabler of zero-touch network and service management (ZSM) for sixth-generation (6G) wireless networks.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2
no code implementations • 26 Jan 2022 • Md. Shirajum Munir, Seong-Bae Park, Choong Seon Hong
First, a problem of quality-aware IoE service delivery is formulated by taking into account network dynamics and contextual metrics of IoE, where the objective is to maximize the channel quality index (CQI) of each IoE service user.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1
no code implementations • IJCNLP 2019 • Hyun-Je Song, Seong-Bae Park
Korean morphological analysis has been considered as a sequence of morpheme processing and POS tagging.
no code implementations • IJCNLP 2017 • Yunseok Noh, Su Jeong Choi, Seong-Bae Park, Se-Young Park
We demonstrate a report generation system called WiseReporter.
no code implementations • 9 Feb 2017 • Xuan-Son Vu, Seong-Bae Park
However, most of the studies beyond one aspect user generated- content such as user ratings, user feedback and so on to state user preferences.
no code implementations • 27 Dec 2014 • Xuan-Son Vu, Seong-Bae Park
Therefore, we propose a method to construct VSWN from a Vietnamese dictionary, not from WordNet.