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APSIPA Transactions on Signal and Information Processing最新文献

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Malicious Network Traffic Detection for DNS over HTTPS using Machine Learning Algorithms 恶意网络流量检测的DNS通过HTTPS使用机器学习算法
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000058
Lionel F. Gonzalez Casanova, Po-Chiang Lin
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引用次数: 0
Editorial for the Special Issue on Learning, Security, AIoT for Emerging Communication/Networking Systems 新兴通信/网络系统的学习、安全、AIoT特刊社论
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000102
Wen-Ping Lai, Jia-Ching Wang
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引用次数: 0
Advances and Challenges in Multi-Domain Task-Oriented Dialogue Policy Optimization 面向多领域任务的对话策略优化研究进展与挑战
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000132
Mahdin Rohmatillah, Jen-Tzung Chien
Developing a successful dialogue policy for a multi-domain task-oriented dialogue (MDTD) system is a challenging task. Basically, a desirable dialogue policy acts as the decision-making agent who understands the user’s intention to provide suitable responses within a short conversation. Furthermore, offering the precise answers to satisfy the user requirements makes the task even more challenging. This paper surveys recent advances in multi-domain task-oriented dialogue policy optimization and summarizes a number of solutions to policy learning. In particular, the case study on the task of travel assistance using the MDTD dataset based on MultiWOZ containing seven different domains is investigated. The dialogue policy optimization methods, categorized into dialogue act level and word level, are systematically presented. Moreover, this paper addresses a number of challenges and difficulties including the user simulator design and the dialogue policy evaluation which need to be resolved to further enhance the robustness and effectiveness in multi-domain dialogue policy representation. ∗Corresponding author: Jen-Tzung Chien, jtchien@nycu.edu.tw. Received 22 May 2023; Revised 20 July 2023 ISSN 2048-7703; DOI 10.1561/116.00000132 © 2023 M. Rohmatillah and J.-T. Chien 2 Rohmatillah and Chien
为多域面向任务的对话(mtd)系统开发成功的对话策略是一项具有挑战性的任务。基本上,理想的对话策略充当决策代理,它理解用户的意图,以便在简短的对话中提供合适的响应。此外,提供精确的答案来满足用户的需求使得这项任务更具挑战性。本文综述了面向多领域任务的对话策略优化研究的最新进展,并总结了一些策略学习的解决方案。特别地,对基于包含七个不同域的MultiWOZ的MDTD数据集的旅行辅助任务进行了案例研究。系统地介绍了对话行为层面和话语层面的对话政策优化方法。为了进一步提高多域对话策略表示的鲁棒性和有效性,本文还解决了用户模拟器设计和对话策略评估等方面需要解决的挑战和困难。*通讯作者:钱仁宗,jtchien@nycu.edu.tw。2023年5月22日收到;2023年7月20日修订ISSN 2048-7703;DOI 10.1561/116.00000132©2023 M. Rohmatillah and j . t。Rohmatillah和Chien
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引用次数: 0
An Arbitrary-Rate Upsampling Network based on Light-Transformer for 3D Point Cloud 基于光变压器的三维点云任意速率上采样网络
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000219
Yakun Yang, Anhong Wang, Songyu Zhai
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引用次数: 0
Plantar Space-Gait Cycle Transformer for Early Parkinson Disease Detection 足底空间-步态周期变压器用于早期帕金森病的检测
Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000227
Xiaoyue Wang, Teng Li, Haoqiang Hua, Lin Shu, Xiaofen Xing
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引用次数: 0
GP-Net: A Lightweight Generative Convolutional Neural Network with Grasp Priority GP-Net:一种具有抓取优先级的轻量级生成卷积神经网络
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000002
Yuxiang Yang, Yuhu Xing, Jing Zhang, Dacheng Tao
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引用次数: 0
Novel Personal Protective Equipment Detection Technique with Attention-based YOLOv7 and Human Pose Estimation 基于注意力的YOLOv7和人体姿态估计的新型个人防护装备检测技术
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000119
Krishadawut Olde Monnikhof, Punyapat Areerob, Zhen S. Wu, Takrit Tanasnitikul, W. Kumwilaisak
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引用次数: 0
Speaker-Specific Articulatory Feature Extraction Based on Knowledge Distillation for Speaker Recognition 基于知识蒸馏的说话人特定发音特征提取
IF 3.2 Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000150
Qian-Bei Hong, Chung-Hsien Wu, Hsin-Min Wang
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引用次数: 0
Real-time Vehicle Detection and Tracking on Fisheye Traffic Monitoring Video in Compressed Domain 压缩域下鱼眼交通监控视频的实时车辆检测与跟踪
Q1 Computer Science Pub Date : 2023-01-01 DOI: 10.1561/116.00000116
Sandy Ardianto, Hsueh-Ming Hang, Wen-Huang Cheng
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引用次数: 0
Visual Saliency and Quality Evaluation for 3D Point Clouds and Meshes: An Overview 三维点云和网格的视觉显著性和质量评估:概述
IF 3.2 Q1 Computer Science Pub Date : 2022-01-01 DOI: 10.1561/116.00000125
Weisi Lin, Sanghoon Lee
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引用次数: 2
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APSIPA Transactions on Signal and Information Processing
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