Zobrazeno 1 - 10
of 80 577
pro vyhledávání: '"Single task"'
Autor:
Liu, Dong, Jiang, Meng
The conventional training approaches often face challenges in balancing the breadth of multi-task learning (MTL) with the depth of single-task learning (STL). To address this issue, we introduce the Multi-Task to Single-Task (MT2ST) framework, a grou
Externí odkaz:
http://arxiv.org/abs/2406.18038
Autor:
Yang, Runyan, Yang, Huibao, Zhang, Xiqing, Ye, Tiantian, Liu, Ying, Gao, Yingying, Zhang, Shilei, Deng, Chao, Feng, Junlan
Recently, there have been attempts to integrate various speech processing tasks into a unified model. However, few previous works directly demonstrated that joint optimization of diverse tasks in multitask speech models has positive influence on the
Externí odkaz:
http://arxiv.org/abs/2406.07801
Autor:
Osa, Takayuki, Harada, Tatsuya
Recent studies on online reinforcement learning (RL) have demonstrated the advantages of learning multiple behaviors from a single task, as in the case of few-shot adaptation to a new environment. Although this approach is expected to yield similar b
Externí odkaz:
http://arxiv.org/abs/2406.05993
Autor:
Gai, Sibo, Wang, Donglin
In this paper, we study the continual learning problem of single-task offline reinforcement learning. In the past, continual reinforcement learning usually only dealt with multitasking, that is, learning multiple related or unrelated tasks in a row,
Externí odkaz:
http://arxiv.org/abs/2404.12639
Autor:
Wang, Rong, Sun, Kun
This study employs deep learning techniques to explore four speaker profiling tasks on the TIMIT dataset, namely gender classification, accent classification, age estimation, and speaker identification, highlighting the potential and challenges of mu
Externí odkaz:
http://arxiv.org/abs/2404.12077
Autor:
Sarasso, Elisabetta1,2,3 (AUTHOR) sarasso.elisabetta@hsr.it, Parente, Marco Pietro1 (AUTHOR) marcopietro.parente@gmail.com, Agosta, Federica1,2,4 (AUTHOR) agosta.federica@hsr.it, Filippi, Massimo1,2,4,5,6 (AUTHOR) filippi.massimo@hsr.it, Corbetta, Davide7 (AUTHOR) corbetta.davide@hsr.it
Publikováno v:
Brain Sciences (2076-3425). May2024, Vol. 14 Issue 5, p517. 19p.
Autor:
Lee, Jiann-Shu1 (AUTHOR) cslee@mail.nutn.edu.tw, Wu, Wen-Kai1 (AUTHOR)
Publikováno v:
Cancers. Apr2024, Vol. 16 Issue 7, p1362. 13p.
Akademický článek
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Autor:
Xiaoying Lin, Yanming Zhang, Xiaowei Zhang, Xi Chen, Jianhua Liu, Lei Yang, Marco Yiu Chung Pang, Rongman Jia
Publikováno v:
Chinese Medical Journal, Vol 137, Iss 13, Pp 1535-1543 (2024)
Abstract. Background:. This systematic review aimed to examine whether dual-task (DT) training was superior to single-task (ST) training in improving DT walking, balance and cognitive functions for individuals with Parkinson’s disease (PD). Methods
Externí odkaz:
https://doaj.org/article/28dfef12ca7f4ab0a613b2c6e6062045
Akademický článek
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