Computer Science

Authors and titles for August 2021

[1] arXiv:2108.00003 [cn-pdf, pdf, other]

Title: Secure solutions for Smart City Command Control Centre using AIOT Show Chinese title

Title: 基于AIOT的智慧城市指挥控制中心的安全解决方案

Balachandar.S, Chinnaiyan.R

Comments: 25 pages , 10 figures, 9 Tables

Subjects: Cryptography and Security (cs.CR) ; Artificial Intelligence (cs.AI)

[2] arXiv:2108.00004 [cn-pdf, pdf, other]

Title: Long-Range Optical Wireless Information and Power Transfer Show Chinese title

Title: 长距离光无线信息与功率传输

Yunfeng Bai, Qingwen Liu, Riqing Chen, Qingqing Zhang, Wei Wang

Subjects: Emerging Technologies (cs.ET) ; Information Theory (cs.IT) ; Signal Processing (eess.SP) ; Optics (physics.optics)

[3] arXiv:2108.00026 [cn-pdf, pdf, other]

Title: Private Retrieval, Computing and Learning: Recent Progress and Future Challenges Show Chinese title

Title: 私有检索、计算和学习：最新进展与未来挑战

Sennur Ulukus, Salman Avestimehr, Michael Gastpar, Syed Jafar, Ravi Tandon, Chao Tian

Subjects: Cryptography and Security (cs.CR) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Information Retrieval (cs.IR) ; Information Theory (cs.IT)

[4] arXiv:2108.00033 [cn-pdf, pdf, other]

Title: Which RESTful API Design Rules Are Important and How Do They Improve Software Quality? A Delphi Study with Industry Experts Show Chinese title

Title: 哪些RESTful API设计规则很重要，它们如何提高软件质量？ 与行业专家的德尔菲研究

Sebastian Kotstein, Justus Bogner

Comments: Accepted at the 15th Symposium and Summer School On Service-Oriented Computing (SummerSoC'21)

Subjects: Software Engineering (cs.SE)

[5] arXiv:2108.00034 [cn-pdf, pdf, other]

Title: A Training-Based Mutual Information Lower Bound for Large-Scale Systems Show Chinese title

Title: 基于训练的大型系统互信息下界

Xiangbo Meng, Kang Gao, Bertrand M. Hochwald

Comments: This work has been submitted to the IEEE for possible publication. arXiv admin note: substantial text overlap with arXiv:2012.00970

Subjects: Information Theory (cs.IT)

[6] arXiv:2108.00037 [cn-pdf, pdf, other]

Title: Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems Show Chinese title

Title: 基于物理信息的机器学习方法用于大规模数据同化问题

Yu-Hong Yeung (1), David A. Barajas-Solano (1), Alexandre M. Tartakovsky (1 and 2) ((1) Physical and Computational Sciences Directorate, Pacific Northwest National Laboratory, (2) Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign)

Comments: 28 pages, 9 figures submitted to Water Resources Research

Subjects: Machine Learning (cs.LG) ; Analysis of PDEs (math.AP) ; Fluid Dynamics (physics.flu-dyn) ; Geophysics (physics.geo-ph)

[7] arXiv:2108.00045 [cn-pdf, pdf, other]

Title: Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning Show Chinese title

Title: 基于视觉变换器的多头自注意机制用于零样本学习

Faisal Alamri, Anjan Dutta

Comments: Irish Machine Vision and Image Processing Conference (IMVIP) 2021

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[8] arXiv:2108.00046 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: On the finite element approximation of a semicoercive Stokes variational inequality arising in glaciology Show Chinese title

Title: 关于冰川学中出现的半强制Stokes变分不等式的有限元逼近

Gonzalo G. de Diego, Patrick E. Farrell, Ian J. Hewitt

Subjects: Numerical Analysis (math.NA)

[9] arXiv:2108.00048 [cn-pdf, pdf, other]

Title: Controlling Weather Field Synthesis Using Variational Autoencoders Show Chinese title

Title: 使用变分自编码器控制天气场合成

Dario Augusto Borges Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell Watson

Comments: ICML Climate Change AI Workshop

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[10] arXiv:2108.00049 [cn-pdf, pdf, other]

Title: Object-aware Contrastive Learning for Debiased Scene Representation Show Chinese title

Title: 面向对象的对比学习用于去偏场景表示

Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin

Comments: NeurIPS 2021. First two authors contributed equally

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[11] arXiv:2108.00051 [cn-pdf, pdf, other]

Title: Coordinate descent on the orthogonal group for recurrent neural network training Show Chinese title

Title: 在正交群上的坐标下降用于循环神经网络训练

Estelle Massart, Vinayak Abrol

Subjects: Machine Learning (cs.LG) ; Optimization and Control (math.OC)

[12] arXiv:2108.00054 [cn-pdf, pdf, other]

Title: A Point-to-Distribution Joint Geometry and Color Metric for Point Cloud Quality Assessment Show Chinese title

Title: 点对分布联合几何与颜色度量用于点云质量评估

Alireza Javaheri, Catarina Brites, Fernando Pereira, João Ascenso

Comments: This paper has been accepted for publication in IEEE Workshop on Multimedia Signal Processing

Subjects: Multimedia (cs.MM) ; Image and Video Processing (eess.IV)

[13] arXiv:2108.00056 [cn-pdf, pdf, other]

Title: Procedural Generation of 3D Maps with Snappable Meshes Show Chinese title

Title: 基于可 snapping 网格的3D地图程序生成

Rafael C. e Silva, Nuno Fachada, Diogo de Andrade, Nélio Códices

Comments: The peer-reviewed version of this paper is published in IEEE Access at https://doi.org/10.1109/ACCESS.2022.3168832. This version is typeset by the author and differs only in pagination and typographical detail

Journal-ref: IEEE Access, 10, 43093-43111, 2022

Subjects: Artificial Intelligence (cs.AI) ; Graphics (cs.GR) ; Human-Computer Interaction (cs.HC)

[14] arXiv:2108.00057 [cn-pdf, pdf, other]

Title: WLV-RIT at GermEval 2021: Multitask Learning with Transformers to Detect Toxic, Engaging, and Fact-Claiming Comments Show Chinese title

Title: WLV-RIT在GermEval 2021中的多任务学习：使用Transformer检测有害、有吸引力和事实性声明的评论

Skye Morgan, Tharindu Ranasinghe, Marcos Zampieri

Comments: Accepted to GermEval-2021

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Neural and Evolutionary Computing (cs.NE) ; Social and Information Networks (cs.SI)

[15] arXiv:2108.00058 (cross-list from eess.SY) [cn-pdf, pdf, other]

Title: Interruption flows for reliability evaluation of power distribution networks Show Chinese title

Title: 配电网可靠性评估的中断流

Fabio Luiz Usberti, Celso Cavellucci, Christiano Lyra

Subjects: Systems and Control (eess.SY)

[16] arXiv:2108.00059 [cn-pdf, pdf, other]

Title: Local certification of graph decompositions and applications to minor-free classes Show Chinese title

Title: 图分解的局部认证及其在无小图类中的应用

Nicolas Bousquet, Laurent Feuilloley, Théo Pierron

Comments: New version with expanded introduction and various fixes

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC) ; Discrete Mathematics (cs.DM) ; Data Structures and Algorithms (cs.DS)

[17] arXiv:2108.00061 [cn-pdf, pdf, other]

Title: MTVR: Multilingual Moment Retrieval in Videos Show Chinese title

Title: MTVR：视频中的多语言时刻检索

Jie Lei, Tamara L. Berg, Mohit Bansal

Comments: ACL 2021 (9 pages, 4 figures)

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Computer Vision and Pattern Recognition (cs.CV)

[18] arXiv:2108.00065 [cn-pdf, pdf, other]

Title: Model Preserving Compression for Neural Networks Show Chinese title

Title: 模型保持压缩 for 神经网络

Jerry Chee, Megan Renz, Anil Damle, Christopher De Sa

Comments: 26 pages, 15 figures. To be published in Advances in Neural Information Processing Systems 35

Subjects: Machine Learning (cs.LG)

[19] arXiv:2108.00071 [cn-pdf, pdf, other]

Title: Foundations of data imbalance and solutions for a data democracy Show Chinese title

Title: 数据不平衡的基础及数据民主的解决方案

Ajay Kulkarni, Deri Chong, Feras A. Batarseh

Comments: Published in Data Democracy: 1st Edition At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering. (Chapter 5)

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Machine Learning (stat.ML)

[20] arXiv:2108.00073 [cn-pdf, pdf, other]

Title: Sequential Blocked Matching Show Chinese title

Title: 顺序分块匹配

Nicholas Bishop, Hau Chan, Debmalya Mandal, Long Tran-Thanh

Comments: AAAI-2022 Version

Subjects: Computer Science and Game Theory (cs.GT)

[21] arXiv:2108.00077 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Evaluating the impact of increasing temperatures on changes in Soil Organic Carbon stocks: sensitivity analysis and non-standard discrete approximation Show Chinese title

Title: 评估升温对土壤有机碳储量变化的影响：敏感性分析与非标准离散逼近

Fasma Diele, Ilenia Luiso, Carmela Marangi, Angela Martiradonna

Comments: 34 pages, 13 figures

Subjects: Numerical Analysis (math.NA) ; Populations and Evolution (q-bio.PE)

[22] arXiv:2108.00078 [cn-pdf, pdf, other]

Title: Technical Report for HW2VEC -- A Graph Learning Tool for Automating Hardware Security Show Chinese title

Title: HW2VEC的技术报告 -- 用于自动化硬件安全的图学习工具

Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque

Comments: arXiv admin note: text overlap with arXiv:2107.12328

Subjects: Cryptography and Security (cs.CR)

[23] arXiv:2108.00079 [cn-pdf, pdf, other]

Title: Zooming Into the Darknet: Characterizing Internet Background Radiation and its Structural Changes Show Chinese title

Title: 深入研究暗网：分析互联网背景辐射及其结构变化

Michalis Kallitsis, Vasant Honavar, Rupesh Prajapati, Dinghao Wu, John Yen

Comments: 30 pages, 14 tables, 12 figures, arXiv.org perpetual, non-exclusive license

Subjects: Cryptography and Security (cs.CR) ; Machine Learning (cs.LG)

[24] arXiv:2108.00080 [cn-pdf, pdf, other]

Title: A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms Show Chinese title

Title: 一种用于从超声心动图中分类视图和诊断主动脉狭窄的新半监督学习基准

Zhe Huang, Gary Long, Benjamin Wessler, Michael C. Hughes

Comments: To appear in the Proceedings of the Machine Learning for Healthcare (MLHC) conference, 2021. 20 pages (including 7 tables & 3 figures). 13 additional pages of references and supplementary material

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[25] arXiv:2108.00081 [cn-pdf, pdf, other]

Title: Computational Complexity of Synchronization under Sparse Regular Constraints Show Chinese title

Title: 稀疏正则约束下的同步计算复杂性

Stefan Hoffmann

Comments: Accepted at FCT 2021, see https://www.corelab.ntua.gr/fct2021/

Subjects: Formal Languages and Automata Theory (cs.FL) ; Computational Complexity (cs.CC) ; Systems and Control (eess.SY)

[26] arXiv:2108.00082 [cn-pdf, pdf, other]

Title: Towards Continual Entity Learning in Language Models for Conversational Agents Show Chinese title

Title: 面向对话代理语言模型的持续实体学习

Ravi Teja Gadde, Ivan Bulyko

Comments: Submitted to NeurIPS 2021. Paper is under review

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)

[27] arXiv:2108.00083 [cn-pdf, pdf, other]

Title: Majorization Minimization Methods for Distributed Pose Graph Optimization Show Chinese title

Title: 极大化最小化方法用于分布式位姿图优化

Taosha Fan, Todd Murphey

Comments: 33 pages

Subjects: Robotics (cs.RO) ; Optimization and Control (math.OC)

[28] arXiv:2108.00084 [cn-pdf, pdf, other]

Title: The History of Speech Recognition to the Year 2030 Show Chinese title

Title: 到2030年的语音识别历史

Awni Hannun

Subjects: Computation and Language (cs.CL) ; Sound (cs.SD) ; Audio and Speech Processing (eess.AS)

[29] arXiv:2108.00088 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: A Convergent Numerical Method for the Reflector Antenna Problem via Optimal Transport on the Sphere Show Chinese title

Title: 通过球面上的最优输运求解反射器天线问题的收敛数值方法

Brittany Froese Hamfeldt, Axel G R Turnquist

Comments: 18 pages, 20 figures

Subjects: Numerical Analysis (math.NA)

[30] arXiv:2108.00089 [cn-pdf, pdf, other]

Title: Tensor-Train Density Estimation Show Chinese title

Title: 张量-列车密度估计

Georgii S. Novikov, Maxim E. Panov, Ivan V. Oseledets

Comments: Accepted for the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021)

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Machine Learning (stat.ML)

[31] arXiv:2108.00090 [cn-pdf, pdf, other]

Title: Reactive Synthesis Modulo Theories Using Abstraction Refinement Show Chinese title

Title: 基于抽象精化的理论模数反应综合

Benedikt Maderbacher, Roderick Bloem

Subjects: Logic in Computer Science (cs.LO)

[32] arXiv:2108.00098 [cn-pdf, pdf, other]

Title: Internet of things: a multiprotocol gateway as solution of the interoperability problem Show Chinese title

Title: 物联网：多协议网关作为互操作性问题的解决方案

Wilder Castellanos, Jose Macias, Harold Pinilla, Jose David Alvarado

Comments: 24 pages, in English. 21 figures. Chapter in book: Mechatronics, Electronics and Telecommunications Advances Towar Industry 4.0. Editorial Bonaventuriana. ISBN: 978-958-8928-89-0

Subjects: Networking and Internet Architecture (cs.NI)

[33] arXiv:2108.00099 [cn-pdf, pdf, other]

Title: A Deep Learning Approach to Predict Blood Pressure from PPG Signals Show Chinese title

Title: 一种从PPG信号预测血压的深度学习方法

Ali Tazarv, Marco Levorato

Comments: Accepted at EMBC'21

Subjects: Machine Learning (cs.LG) ; Signal Processing (eess.SP)

[34] arXiv:2108.00100 [cn-pdf, pdf, other]

Title: Quantum collision finding for homomorphic hash functions Show Chinese title

Title: 量子碰撞查找用于同态哈希函数

Juan Carlos Garcia-Escartin, Vicent Gimeno, Julio José Moyano-Fernández

Comments: V2: Removed an example without quantum advantage

Subjects: Cryptography and Security (cs.CR) ; Commutative Algebra (math.AC) ; Quantum Physics (quant-ph)

[35] arXiv:2108.00102 [cn-pdf, pdf, other]

Title: Near-Optimal Spanners for General Graphs in (Nearly) Linear Time Show Chinese title

Title: 近似最优的通用图跨度器在（几乎）线性时间内

Hung Le, Shay Solomon

Comments: 37 pages, 5 figures

Subjects: Data Structures and Algorithms (cs.DS)

[36] arXiv:2108.00103 [cn-pdf, pdf, other]

Title: Anomaly Detection with Neural Parsers That Never Reject Show Chinese title

Title: 带有从不拒绝的神经解析器的异常检测

Alexander Grushin, Walt Woods

Comments: 10 pages, 3 figures

Journal-ref: Proceedings of the 2022 IEEE Security and Privacy Workshops (SPW) (2022) 88-97

Subjects: Machine Learning (cs.LG) ; Formal Languages and Automata Theory (cs.FL)

[37] arXiv:2108.00104 [cn-pdf, pdf, other]

Title: Structural Guidance for Transformer Language Models Show Chinese title

Title: 变压器语言模型的结构指导

Peng Qian, Tahira Naseem, Roger Levy, Ramón Fernandez Astudillo

Comments: To be issued as paper revision for ACL 2021

Subjects: Computation and Language (cs.CL)

[38] arXiv:2108.00105 [cn-pdf, pdf, other]

Title: Deep Feature Tracker: A Novel Application for Deep Convolutional Neural Networks Show Chinese title

Title: 深度特征跟踪器：深度卷积神经网络的一种新应用

Mostafa Parchami, Saif Iftekar Sayed

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG) ; Robotics (cs.RO)

[39] arXiv:2108.00106 [cn-pdf, pdf, other]

Title: Soft Calibration Objectives for Neural Networks Show Chinese title

Title: 神经网络的软校准目标

Archit Karandikar, Nicholas Cain, Dustin Tran, Balaji Lakshminarayanan, Jonathon Shlens, Michael C. Mozer, Becca Roelofs

Comments: 17 pages total, 10 page main paper, 5 page appendix, 10 figures total, 8 figures in main paper, 2 figures in appendix

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI)

[40] arXiv:2108.00107 [cn-pdf, pdf, other]

Title: Comparing object recognition in humans and deep convolutional neural networks -- An eye tracking study Show Chinese title

Title: 比较人类和深度卷积神经网络中的物体识别——一项眼动追踪研究

Leonard E. van Dyck, Roland Kwitt, Sebastian J. Denzler, Walter R. Gruber

Comments: 25 pages, 10 figures, 1 table

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[41] arXiv:2108.00114 [cn-pdf, pdf, other]

Title: On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models Show Chinese title

Title: 在计算机视觉中数据的状态：人类标注对于开发深度学习模型仍然不可或缺

Zeyad Emam, Andrew Kondrich, Sasha Harrison, Felix Lau, Yushi Wang, Aerin Kim, Elliot Branson

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI)

[42] arXiv:2108.00117 [cn-pdf, pdf, other]

Title: Margin-Aware Intra-Class Novelty Identification for Medical Images Show Chinese title

Title: 基于边距的同类新颖性识别用于医学图像

Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee

Comments: 35 pages, 8 figures

Journal-ref: Journal of Medical Imaging 2022

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[43] arXiv:2108.00127 [cn-pdf, pdf, other]

Title: Structure Amplification on Multi-layer Stochastic Block Models Show Chinese title

Title: 多层随机块模型上的结构增强

Xiaodong Xin, Kun He, Jialu Bao, Bart Selman, John E. Hopcroft

Comments: 27 pages, 6 figures, 1 table, submitted to a journal

Subjects: Social and Information Networks (cs.SI) ; Machine Learning (stat.ML)

[44] arXiv:2108.00128 [cn-pdf, pdf, other]

Title: Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control Show Chinese title

Title: 基于物理信息的动态风格模型基础深度强化学习用于动态控制

Xin-Yang Liu, Jian-Xun Wang

Comments: 23 figures; 2 tables

Subjects: Machine Learning (cs.LG) ; Optimization and Control (math.OC)

[45] arXiv:2108.00131 [cn-pdf, pdf, other]

Title: Simple, Fast, and Flexible Framework for Matrix Completion with Infinite Width Neural Networks Show Chinese title

Title: 简单、快速且灵活的无限宽度神经网络矩阵补全框架

Adityanarayanan Radhakrishnan, George Stefanakis, Mikhail Belkin, Caroline Uhler

Subjects: Machine Learning (cs.LG)

[46] arXiv:2108.00133 [cn-pdf, pdf, other]

Title: Online Spatio-temporal Calibration of Tightly-coupled Ultrawideband-aided Inertial Localization Show Chinese title

Title: 紧耦合超宽带辅助惯性定位的在线时空校准

Abhishek Goudar, Angela P. Schoellig

Subjects: Robotics (cs.RO)

[47] arXiv:2108.00138 [cn-pdf, pdf, other]

Title: Learning to Control DC Motor for Micromobility in Real Time with Reinforcement Learning Show Chinese title

Title: 实时强化学习控制直流电机用于微移动

Bibek Poudel, Thomas Watson, Weizi Li

Comments: 7 pages, 3 figures

Subjects: Machine Learning (cs.LG) ; Robotics (cs.RO)

[48] arXiv:2108.00139 [cn-pdf, pdf, other]

Title: Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification Show Chinese title

Title: 基于知识蒸馏的遮挡人体再识别姿态引导特征学习

Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Jiawei Liu, Zhizheng Zhang, Zheng-Jun Zha

Comments: ACM MM 2021

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Multimedia (cs.MM)

[49] arXiv:2108.00142 [cn-pdf, pdf, other]

Title: Enabling Preserving Bisimulation Equivalence Show Chinese title

Title: 启用保持区分等价性

Rob van Glabbeek, Peter Höfner, Weiyou Wang

Comments: A version of this paper without Appendix B appears in Proc. CONCUR'21

Subjects: Logic in Computer Science (cs.LO)

[50] arXiv:2108.00144 [cn-pdf, pdf, other]

Title: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings Show Chinese title

Title: 基于可穿戴传感器的日常环境中个性化压力监测

Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil Dutt, Amir M. Rahmani, Marco Levorato

Comments: Accepted at EMBC'21

Subjects: Machine Learning (cs.LG) ; Computers and Society (cs.CY) ; Signal Processing (eess.SP)