Computer Science

Authors and titles for January 2022

[1] arXiv:2201.00001 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Modeling Advection on Directed Graphs using Matérn Gaussian Processes for Traffic Flow Show Chinese title

Title: 在有向图上使用Matérn高斯过程进行交通流的对流建模

Danielle C Maddix, Nadim Saad, Yuyang Wang

Comments: Accepted at the Machine Learning and Physical Sciences NeurIPS 2021 Workshop https://ml4physicalsciences.github.io/2021/files/NeurIPS_ML4PS_2021_13.pdf

Subjects: Numerical Analysis (math.NA) ; Machine Learning (stat.ML)

[2] arXiv:2201.00002 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Time-Dependent Duhamel Renormalization method with Multiple Conservation and Dissipation Laws Show Chinese title

Title: 随时间变化的杜哈梅尔重整化方法与多重守恒和耗散定律

Sathyanarayanan Chandramouli, Aseel Farhat, Ziad Musslimani

Subjects: Numerical Analysis (math.NA) ; Mathematical Physics (math-ph)

[3] arXiv:2201.00003 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Simulating local fields in carbon nanotube reinforced composites for infinite strip with voids Show Chinese title

Title: 模拟含有空隙的无限条带中碳纳米管增强复合材料的局部场

Mohamed Nasser, El Mostafa Kalmoun, Vladimir Mityushev, Natalia Rylko

Subjects: Numerical Analysis (math.NA) ; Complex Variables (math.CV)

[4] arXiv:2201.00005 [cn-pdf, pdf, other]

Title: A Literature Review on Length of Stay Prediction for Stroke Patients using Machine Learning and Statistical Approaches Show Chinese title

Title: 基于机器学习和统计方法的中风患者住院时间预测文献综述

Ola Alkhatib, Ayman Alahmar

Comments: 13 pages, 7 figures

Journal-ref: Proceedings Book, International Congress on Scientific Advances (ICONSAD'21), Dec. 22-25, 2021 (Available on https://5e062a34-a53f-443b-8e22-d1836414e039.filesusr.com/ugd/1dd905_5b9acae43f9a41c99b53c71e8e0b1105.pdf)

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

[5] arXiv:2201.00006 [cn-pdf, pdf, other]

Title: Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization Show Chinese title

Title: 利用队列长度和注意力机制进行增强的交通信号控制优化

Liang Zhang, Shubin Xie, Jianming Deng

Comments: 16 pages, 5 figures

Journal-ref: "Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic Signal Control Optimization." Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Cham: Springer Nature Switzerland, 2023

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Systems and Control (eess.SY)

[6] arXiv:2201.00007 [cn-pdf, pdf, other]

Title: Confidence-Aware Multi-Teacher Knowledge Distillation Show Chinese title

Title: 自信感知的多教师知识蒸馏

Hailin Zhang, Defang Chen, Can Wang

Comments: Accepted to ICASSP 2022

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

[7] arXiv:2201.00008 [cn-pdf, pdf, other]

Title: A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting Show Chinese title

Title: 一种轻量级且准确的时空变换器用于交通预测

Guanyao Li, Shuhan Zhong, S.-H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng

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

[8] arXiv:2201.00009 [cn-pdf, pdf, other]

Title: Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI Show Chinese title

Title: 使用基于热图的可解释人工智能提高深度神经网络分类置信度

Erico Tjoa, Hong Jing Khok, Tushar Chouhan, Guan Cuntai

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

[9] arXiv:2201.00011 [cn-pdf, pdf, other]

Title: An Efficient Federated Distillation Learning System for Multi-task Time Series Classification Show Chinese title

Title: 一种用于多任务时间序列分类的高效联邦蒸馏学习系统

Huanlai Xing, Zhiwen Xiao, Rong Qu, Zonghai Zhu, Bowen Zhao

Comments: 11 pages

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

[10] arXiv:2201.00012 [cn-pdf, pdf, other]

Title: MORAL: Aligning AI with Human Norms through Multi-Objective Reinforced Active Learning Show Chinese title

Title: 道德：通过多目标强化主动学习使人工智能与人类规范对齐

Markus Peschl, Arkady Zgonnikov, Frans A. Oliehoek, Luciano C. Siebert

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

[11] arXiv:2201.00014 [cn-pdf, pdf, other]

Title: Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification Show Chinese title

Title: 利用双向全局转移模式和个人偏好进行缺失POI类别识别

Dongbo Xi, Fuzhen Zhuang, Yanchi Liu, Hengshu Zhu, Pengpeng Zhao, Chang Tan, Qing He

Comments: Accepted by Neural Networks. arXiv admin note: text overlap with arXiv:2112.15285

Subjects: Machine Learning (cs.LG) ; Information Retrieval (cs.IR) ; Social and Information Networks (cs.SI)

[12] arXiv:2201.00015 [cn-pdf, pdf, other]

Title: Device Activity Detection for Massive Grant-Free Access Under Frequency-Selective Rayleigh Fading Show Chinese title

Title: 设备活动检测在频率选择性瑞利衰落下的大规模无许可接入中

Yuhang Jia, Ying Cui, Wuyang Jiang

Comments: 6 pages, 2 figures, be accepted in 2021 IEEE GLOBECOM. arXiv admin note: substantial text overlap with arXiv:2112.15354

Subjects: Information Theory (cs.IT)

[13] arXiv:2201.00016 [cn-pdf, pdf, other]

Title: TransLog: A Unified Transformer-based Framework for Log Anomaly Detection Show Chinese title

Title: TransLog：一种统一的基于Transformer的日志异常检测框架

Hongcheng Guo, Xingyu Lin, Jian Yang, Yi Zhuang, Jiaqi Bai, Tieqiao Zheng, Bo Zhang, Zhoujun Li

Comments: 6 pages

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

[14] arXiv:2201.00017 (cross-list from math.NA) [cn-pdf, pdf, other]

Title: Fast ultrametric matrix-vector multiplication Show Chinese title

Title: 快速超度量矩阵-向量乘法

Tobias Hofmann, Andy Oertel

Subjects: Numerical Analysis (math.NA)

[15] arXiv:2201.00031 [cn-pdf, pdf, other]

Title: Privacy-Protecting COVID-19 Exposure Notification Based on Cluster Events Show Chinese title

Title: 基于聚类事件的隐私保护新冠暴露通知

Paul Syverson

Comments: 11 pages. This paper was presented at the NIST Workshop on Challenges for Digital Proximity Detection in Pandemics: Privacy, Accuracy, and Impact, January 28 02021

Subjects: Cryptography and Security (cs.CR) ; Computers and Society (cs.CY)

[16] arXiv:2201.00039 [cn-pdf, pdf, other]

Title: Stochastic convex optimization for provably efficient apprenticeship learning Show Chinese title

Title: 随机凸优化用于可证明高效的模仿学习

Angeliki Kamoutsi, Goran Banjac, John Lygeros

Comments: arXiv admin note: text overlap with arXiv:2112.14004

Journal-ref: Optimization Foundations for Reinforcement Learning Workshop at NeurIPS 2019, Vancouver, Canada

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

[17] arXiv:2201.00042 [cn-pdf, pdf, other]

Title: Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Show Chinese title

Title: 避免灾难：主动树突在动态环境中使多任务学习成为可能

Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad

Comments: 31 pages, 17 figures

Journal-ref: Frontiers in Neurorobotics 16 2022 (1-23)

Subjects: Neural and Evolutionary Computing (cs.NE) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; Neurons and Cognition (q-bio.NC)

[18] arXiv:2201.00043 [cn-pdf, pdf, other]

Title: Multi-Dimensional Model Compression of Vision Transformer Show Chinese title

Title: 视觉变压器的多维模型压缩

Zejiang Hou, Sun-Yuan Kung

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

[19] arXiv:2201.00044 [cn-pdf, pdf, other]

Title: Transformer Embeddings of Irregularly Spaced Events and Their Participants Show Chinese title

Title: Transformer 嵌入的不规则事件及其参与者

Chenghao Yang, Hongyuan Mei, Jason Eisner

Comments: ICLR 2022 Final

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Logic in Computer Science (cs.LO)

[20] arXiv:2201.00052 [cn-pdf, pdf, other]

Title: Evaluating Deep Music Generation Methods Using Data Augmentation Show Chinese title

Title: 使用数据增强评估深度音乐生成方法

Toby Godwin, Georgios Rizos, Alice Baird, Najla D. Al Futaisi, Vincent Brisse, Bjoern W. Schuller

Journal-ref: 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP)

Subjects: Sound (cs.SD) ; Machine Learning (cs.LG) ; Audio and Speech Processing (eess.AS)

[21] arXiv:2201.00057 [cn-pdf, pdf, other]

Title: Optimal Representations for Covariate Shift Show Chinese title

Title: 协变量偏移的最佳表示

Yangjun Ruan, Yann Dubois, Chris J. Maddison

Comments: Accepted at ICLR 2022

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

[22] arXiv:2201.00058 [cn-pdf, pdf, other]

Title: Representation Topology Divergence: A Method for Comparing Neural Network Representations Show Chinese title

Title: 表示拓扑散度：一种比较神经网络表示的方法

Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev

Journal-ref: Proceedings of the 39th International Conference on Machine Learning (ICML 2022), PMLR 162:1607-1626, 2022

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Algebraic Topology (math.AT) ; K-Theory and Homology (math.KT) ; Symplectic Geometry (math.SG)

[23] arXiv:2201.00059 [cn-pdf, pdf, other]

Title: iCaps: Iterative Category-level Object Pose and Shape Estimation Show Chinese title

Title: iCaps：迭代类别级物体位姿和形状估计

Xinke Deng, Junyi Geng, Timothy Bretl, Yu Xiang, Dieter Fox

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

[24] arXiv:2201.00060 [cn-pdf, pdf, other]

Title: Statistical Program Slicing: a Hybrid Slicing Technique for Analyzing Deployed Software Show Chinese title

Title: 统计程序切片：一种用于分析已部署软件的混合切片技术

Bogdan Alexandru Stoica, Swarup K. Sahoo, James R. Larus, Vikram S. Adve

Subjects: Software Engineering (cs.SE) ; Programming Languages (cs.PL)

[25] arXiv:2201.00063 (cross-list from eess.SY) [cn-pdf, pdf, other]

Title: Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Show Chinese title

Title: 克洛伊索斯：边缘云系统中视频分析的多阶段处理与事务

Samaa Gazzaz, Vishal Chakraborty, Faisal Nawab

Comments: Published in ICDE2022

Subjects: Systems and Control (eess.SY) ; Computer Vision and Pattern Recognition (cs.CV) ; Distributed, Parallel, and Cluster Computing (cs.DC) ; Machine Learning (cs.LG)

[26] arXiv:2201.00065 (cross-list from eess.SY) [cn-pdf, pdf, other]

Title: Stealth Data Injection Attacks with Sparsity Constraints Show Chinese title

Title: 具有稀疏性约束的隐身数据注入攻击

Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison

Comments: 10 pages, 6 figures, submited to IEEE Trans. Smart Grid

Subjects: Systems and Control (eess.SY)

[27] arXiv:2201.00072 [cn-pdf, pdf, other]

Title: BARACK: Partially Supervised Group Robustness With Guarantees Show Chinese title

Title: 巴拉克：具有保障的半监督组鲁棒性

Nimit S. Sohoni, Maziar Sanjabi, Nicolas Ballas, Aditya Grover, Shaoliang Nie, Hamed Firooz, Christopher Ré

Comments: 26 pages

Subjects: Machine Learning (cs.LG)

[28] arXiv:2201.00074 [cn-pdf, pdf, other]

Title: Engagement Outweighs Exposure to Partisan and Unreliable News within Google Search Show Chinese title

Title: 参与度超过在谷歌搜索中接触偏执和不可靠新闻的曝光度

Ronald E. Robertson, Jon Green, Damian J. Ruck, Katherine Ognyanova, Christo Wilson, David Lazer

Comments: Updated to latest version of manuscript. Abstract preview is trimmed to fit arXiv 1,920 character limit

Subjects: Social and Information Networks (cs.SI)

[29] arXiv:2201.00075 [cn-pdf, pdf, other]

Title: How do lexical semantics affect translation? An empirical study Show Chinese title

Title: 词汇语义如何影响翻译？ 实证研究

Vivek Subramanian, Dhanasekar Sundararaman

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[30] arXiv:2201.00080 [cn-pdf, pdf, other]

Title: PatchTrack: Multiple Object Tracking Using Frame Patches Show Chinese title

Title: PatchTrack：使用帧块进行多目标跟踪

Xiaotong Chen, Seyed Mehdi Iranmanesh, Kuo-Chin Lien

Comments: 11 pages, 4 figures, 2 tables

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

[31] arXiv:2201.00083 [cn-pdf, pdf, other]

Title: Automated Fake News Detection using cross-checking with reliable sources Show Chinese title

Title: 基于与可靠来源交叉检查的自动假新闻检测

Zahra Ghadiri, Milad Ranjbar, Fakhteh Ghanbarnejad, Sadegh Raeisi

Comments: 12 Pages, 5 Figures

Subjects: Computation and Language (cs.CL) ; Social and Information Networks (cs.SI) ; Physics and Society (physics.soc-ph)

[32] arXiv:2201.00093 [cn-pdf, pdf, other]

Title: Distributed Evolution Strategies Using TPUs for Meta-Learning Show Chinese title

Title: 使用TPU进行元学习的分布式进化策略

Alex Sheng, Derek He

Comments: Published in Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence (SSCI)

Journal-ref: 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2020, pp. 721-728

Subjects: Neural and Evolutionary Computing (cs.NE) ; Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[33] arXiv:2201.00094 [cn-pdf, pdf, other]

Title: Wavelet Transparency Show Chinese title

Title: 小波透明度

Maksim Aizenshtein, Niklas Smal, Morgan McGuire

Subjects: Graphics (cs.GR)

[34] arXiv:2201.00095 [cn-pdf, pdf, other]

Title: Computer Vision Based Parking Optimization System Show Chinese title

Title: 基于计算机视觉的停车优化系统

Siddharth Chandrasekaran, Jeffrey Matthew Reginald, Wei Wang, Ting Zhu

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

[35] arXiv:2201.00096 [cn-pdf, pdf, other]

Title: SalyPath360: Saliency and Scanpath Prediction Framework for Omnidirectional Images Show Chinese title

Title: SalyPath360：全方位图像的显著性和注视路径预测框架

Mohamed Amine Kerkouri, Marouane Tliba, Aladine Chetouani, Mohamed Sayeh

Comments: Accepted at Electornic Imaging Sympotium 2022

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

[36] arXiv:2201.00097 [cn-pdf, pdf, other]

Title: Adversarial Attack via Dual-Stage Network Erosion Show Chinese title

Title: 通过双阶段网络侵蚀的对抗攻击

Yexin Duan, Junhua Zou, Xingyu Zhou, Wu Zhang, Jin Zhang, Zhisong Pan

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Image and Video Processing (eess.IV)

[37] arXiv:2201.00099 [cn-pdf, pdf, other]

Title: Differential Privacy Made Easy Show Chinese title

Title: 轻松实现差分隐私

Muhammad Aitsam

Subjects: Cryptography and Security (cs.CR)

[38] arXiv:2201.00101 [cn-pdf, pdf, other]

Title: Analytical Shaping Method for Low-Thrust Rendezvous Trajectory Using Cubic Spline Functions Show Chinese title

Title: 用于使用三次样条函数的低推力交会轨迹的解析造型方法

Di Wu, Tongxin Zhang, Yuan Zhong, Fanghua Jiang, Junfeng Li

Subjects: Robotics (cs.RO)

[39] arXiv:2201.00103 [cn-pdf, pdf, other]

Title: Robust Region Feature Synthesizer for Zero-Shot Object Detection Show Chinese title

Title: 用于零样本目标检测的鲁棒区域特征合成器

Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang

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

[40] arXiv:2201.00107 [cn-pdf, pdf, other]

Title: Quality-aware Part Models for Occluded Person Re-identification Show Chinese title

Title: 质量感知的遮挡人员再识别部件模型

Pengfei Wang, Changxing Ding, Zhiyin Shao, Zhibin Hong, Shengli Zhang, Dacheng Tao

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

[41] arXiv:2201.00111 [cn-pdf, pdf, other]

Title: Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data Show Chinese title

Title: 可穿戴传感器数据知识蒸馏中的数据增强策略的作用

Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan Turaga

Subjects: Machine Learning (cs.LG) ; Human-Computer Interaction (cs.HC) ; Signal Processing (eess.SP)

[42] arXiv:2201.00112 [cn-pdf, pdf, other]

Title: SurfGen: Adversarial 3D Shape Synthesis with Explicit Surface Discriminators Show Chinese title

Title: SurfGen：具有显式表面判别器的对抗性三维形状合成

Andrew Luo, Tianqin Li, Wen-Hao Zhang, Tai Sing Lee

Comments: ICCV 2021. Project page: https://github.com/aluo-x/NeuralRaycaster

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

[43] arXiv:2201.00115 [cn-pdf, pdf, other]

Title: Toward the Analysis of Graph Neural Networks Show Chinese title

Title: 面向图神经网络的分析

Thanh-Dat Nguyen, Thanh Le-Cong, ThanhVu H. Nguyen, Xuan-Bach D. Le, Quyet-Thang Huynh

Comments: Accepted to ICSE 2022, NIER track

Journal-ref: The 44th IEEE/ACM International Conference on Software Engineering (ICSE 2022)

Subjects: Software Engineering (cs.SE) ; Machine Learning (cs.LG)

[44] arXiv:2201.00117 [cn-pdf, pdf, other]

Title: Usability and Aesthetics: Better Together for Automated Repair of Web Pages Show Chinese title

Title: 可用性与美学：网页自动修复的结合

Thanh Le-Cong, Xuan Bach D. Le, Quyet-Thang Huynh, Phi-Le Nguyen

Comments: Accepted to ISSRE 2021, Research Track

Journal-ref: 2021 IEEE 32nd International Symposium on Software Reliability Engineering (ISSRE 2021)

Subjects: Software Engineering (cs.SE) ; Neural and Evolutionary Computing (cs.NE)

[45] arXiv:2201.00118 [cn-pdf, pdf, other]

Title: Semantic Search for Large Scale Clinical Ontologies Show Chinese title

Title: 语义搜索用于大规模临床本体

Duy-Hoa Ngo, Madonna Kemp, Donna Truran, Bevan Koopman, Alejandro Metke-Jimenez

Subjects: Computation and Language (cs.CL) ; Information Retrieval (cs.IR) ; Machine Learning (cs.LG)

[46] arXiv:2201.00122 [cn-pdf, pdf, other]

Title: A Relaxed Energy Function Based Analog Neural Network Approach to Target Localization in Distributed MIMO Radar Show Chinese title

Title: 基于松弛能量函数的模拟神经网络方法用于分布式MIMO雷达目标定位

Xiaoyu Zhao, Jun Li, Qinghua Guo

Subjects: Information Theory (cs.IT) ; Signal Processing (eess.SP)

[47] arXiv:2201.00124 [cn-pdf, pdf, other]

Title: Bird Species Classification And Acoustic Features Selection Based on Distributed Neural Network with Two Stage Windowing of Short-Term Features Show Chinese title

Title: 基于短时特征双阶段窗的分布式神经网络的鸟类物种分类与声学特征选择

Nahian Ibn Hasan

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

[48] arXiv:2201.00129 [cn-pdf, pdf, other]

Title: A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning Show Chinese title

Title: 一种用于昂贵进化强化学习的代理辅助控制器

Yuxing Wang, Tiantian Zhang, Yongzhe Chang, Bin Liang, Xueqian Wang, Bo Yuan

Subjects: Neural and Evolutionary Computing (cs.NE)

[49] arXiv:2201.00132 [cn-pdf, pdf, other]

Title: SAFL: A Self-Attention Scene Text Recognizer with Focal Loss Show Chinese title

Title: SAFL：一种具有焦点损失的自注意力场景文本识别器

Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh Hung Nguyen, Phi Le Nguyen

Comments: Accepted to ICMLA 2020

Journal-ref: 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA)

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

[50] arXiv:2201.00136 [cn-pdf, pdf, other]

Title: Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Show Chinese title

Title: 零样本常识问答与填空翻译和一致性优化

Zi-Yi Dou, Nanyun Peng

Comments: AAAI 2022

Subjects: Computation and Language (cs.CL)