重大更新！公众号每日速递覆盖arXiv所有方向,涵盖CS|物理|数学|经济|统计|金融|生物|电气等领域。点击查看历史文章列表，可在公众号内订阅#arXiv每日学术速递话题，接收每日推送。点击访问arxivdAIly.com每日更新更及时。 人工智能cs.AI 方向，今日共计42篇
【1】 Deep AutoAugment
标题：深度自动增强
作者：Yu Zheng,Zhi Zhang,Shen Yan,Mi Zhang
机构*：Michigan State University, Amazon Web Services
链接：点击下载PDF文件
【2】 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
标题：LaPraDoR：无监督、预训练、密集的零概率文本检索算法
作者：Canwen Xu,Daya Guo,Nan Duan,Julian McAuley
机构*：University of California, San Diego,Sun Yat-sen University,Microsoft Research Asia
备注：ACL 2022 (Findings)
链接：点击下载PDF文件
【3】 Symmetry Group Equivariant Architectures for Physics
标题：对称群等变物理体系结构
作者：Alexander Bogatskiy,Sanmay Ganguly,Thomas Kipf,Risi Kondor,David W. Miller,Daniel Murnane,Jan T. Offermann,Mariel Pettee,Phiala Shanahan,Chase Shimmin,Savannah Thais
机构*：Thais, Flatiron Institute, ICEPP, University of Tokyo, Google Research, University of Chicago, Lawrence Berkeley National Laboratory, Massachusetts Institute of Technology, Yale University, Princeton University
备注：Contribution to Snowmass 2021
链接：点击下载PDF文件
【4】 Moral Dilemmas for Moral Machines
标题：道德机器的道德困境
作者：Travis LaCroix
备注：AI Ethics (2022)
链接：点击下载PDF文件
【5】 Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons
标题：主动评价：两两比较少的高效NLG评价
作者：Akash Kumar Mohankumar,Mitesh M. Khapra
机构*：Microsoft, Bangalore, India, Indian Institute of Technology Madras, RBCDSAI, IIT Madras
备注：Accepted at ACL 2022; 21 pages and 12 figures
链接：点击下载PDF文件
【6】 Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data
标题：基于音频数据的深卷积神经网络在道路事件监测中的应用
作者：Zubayer Islam,Mohamed Abdel-Aty
机构*：edu) is a Pegasus Professor at the University of Central Florida
链接：点击下载PDF文件
【7】 A Machine Learning Approach for Prosumer Management in Intraday Electricity Markets
标题：一种用于日内电力市场用户管理的机器学习方法
作者：Saeed Mohammadi,Mohammad Reza Hesamzadeh
机构*：School of Electrical Engineering and Computer Science, KTH Royal Institute of Technology, Stockholm, Sweden
备注：5 pages, 6 figures
链接：点击下载PDF文件
【8】 Sparse Subspace Clustering for Concept Discovery (SSCCD)
标题：用于概念发现的稀疏子空间聚类(SSCCD)
作者：Johanna Vielhaben,Stefan Blücher,Nils Strodthoff
机构*：Explainable Artificial Intelligence Group, Fraunhofer Heinrich-Hertz-Institute, Berlin, Germany, Machine Learning Group, TU Berlin, Division AI,Health, Oldenburg University, Oldenburg
备注：24 pages, 24 figures, code will be made publicly available
链接：点击下载PDF文件
【9】 Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing
标题：基于黎曼梯度下降的低秩张量-训练深度神经网络开发及语音处理实例
作者：Jun Qi,Chao-Han Huck Yang,Pin-Yu Chen,Javier Tejedor
备注：10 pages, 10 Figures
链接：点击下载PDF文件
【10】 The Role of ImageNet Classes in Fréchet Inception Distance
标题：ImageNet类在Fréchet初始距离中的作用
作者：Tuomas Kynkäänniemi,Tero Karras,Miika Aittala,Timo Aila,Jaakko Lehtinen
机构*：Aalto University, NVIDIA
链接：点击下载PDF文件
【11】 FExGAN-Meta: Facial Expression Generation with Meta Humans
标题：FexGan-Meta：基于元人类的面部表情生成
作者：J. Rafid Siddiqui
机构*：AZAD Research Lab, Sweden
链接：点击下载PDF文件
【12】 Online User Profiling to Detect Social Bots on Twitter
标题：在线用户评测以检测Twitter上的社交机器人
作者：Maryam Heidari,James H Jr Jones,Ozlem Uzuner
机构*：George Mason University
链接：点击下载PDF文件
【13】 Random Ensemble Reinforcement Learning for Traffic Signal Control
标题：随机集成强化学习在交通信号控制中的应用
作者：Ruijie Qi,Jianbin Huang,He Li,Qinglin Tan,Longji Huang,Jiangtao Cui
机构*： School of Computer Science and Technology, Xidian University, Xi’an , China
备注：7 pages, 5 figures
链接：点击下载PDF文件
【14】 Policy Architectures for Compositional Generalization in Control
标题：控制中组合泛化的策略体系结构
作者：Allan Zhou,Vikash Kumar,Chelsea Finn,Aravind Rajeswaran
机构*： we introduce a 1Stanford University 2Meta AI (FAIR)
链接：点击下载PDF文件
【15】 Tactile-Sensitive NewtonianVAE for High-Accuracy Industrial Connector-Socket Insertion
标题：用于高精度工业链接器插座插入的触敏NewtonianVAE
作者：Ryo Okumura,Nobuki Nishio,Tadahiro Taniguchi
机构*：‡ Tadahiro Taniguchi is also with Ritsumeikan University
备注：6 pages, 3 figures
链接：点击下载PDF文件
【16】 Balancing Consumer and Business Value of Recommender Systems: A Simulation-based Analysis
标题：平衡推荐系统的消费者价值和商业价值：基于仿真的分析
作者：Nada Ghanem,Stephan Leitner,Dietmar Jannach
机构*：University of Klagenfurt, Universit¨atsstraße ,-, Klagenfurt, Austria
备注：32 pages, 9 figures
链接：点击下载PDF文件
【17】 Multi-modal Graph Learning for Disease Prediction
标题：多模图学习在疾病预测中的应用
作者：Shuai Zheng,Zhenfeng Zhu,Zhizhe Liu,Zhenyu Guo,Yang Liu,Yuchen Yang,Yao Zhao
机构*： and also with the Beijing Key Laboratory of AdvancedInformation Science and Network Technology
备注：Published by IEEE TMI
链接：点击下载PDF文件
【18】 Human Silhouette and Skeleton Video Synthesis through Wi-Fi signals
标题：基于Wi-Fi信号的人体轮廓和骨骼视频合成
作者：Danilo Avola,Marco Cascio,Luigi Cinque,Alessio Fagioli,Gian Luca Foresti
机构*：Department of Computer Science, Sapienza University of Rome, Via Salaria , Rome, Italy, Department of Computer Science, Mathematics and Physics, University of Udine, Via delle Scienze , Udine, Italy
链接：点击下载PDF文件
【19】 ZIN: When and How to Learn Invariance by Environment Inference?
标题：琴：什么时候、怎样通过环境推理来学习不变性？
作者：Yong Lin,Shengyu Zhu,Peng Cui
机构*：HKUST, Huawei Noah’s Ark Lab, Tsinghua University
链接：点击下载PDF文件
【20】 Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism
标题：线性表示的近优离线强化学习：利用带悲观的方差信息
作者：Ming Yin,Yaqi Duan,Mengdi Wang,Yu-Xiang Wang
机构*：Department of Computer Science, UC Santa Barbara, Department of Statistics and Applied Probability, UC Santa Barbara, Department of Electrical and Computer Engineering, Princeton, Department of Operations Research and Financial Engineering, Princeton
备注：ICLR 2022
链接：点击下载PDF文件
【21】 PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling
标题：PathSAGE：具有随机路径采样的空间图注意神经网络
作者：Junhua Ma,Jiajun Li,Xueming Li,Xu Li
机构*： College of Computer Science, Chongqing University, Chongqing , China, School of Information Technology & Electrical Engineering, The University of Queensland, St Lucia Qld , Australia
备注：11 pages, ICONIP 2021
链接：点击下载PDF文件
【22】 Reinforcement Learning for Linear Quadratic Control is Vulnerable Under Cost Manipulation
标题：线性二次控制的强化学习在成本操纵下易受攻击
作者：Yunhan Huang,Quanyan Zhu
机构*： Zhu are with the Department of Electrical andComputer Engineering, New York University
备注：This paper is yet to be peer-reviewed
链接：点击下载PDF文件
【23】 Dual reparametrized Variational Generative Model for Time-Series Forecasting
标题：时间序列预测的双重参数变分生成模型
作者：Ziang Chen
机构*：Department of Engineering, King’s College London, Strand, London, WC,R ,LS
链接：点击下载PDF文件
【24】 QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization
标题：QDrop：极低比特训练后量化的随机丢弃量化
作者：Xiuying Wei,Ruihao Gong,Yuhang Li,Xianglong Liu,Fengwei Yu
机构*：State Key Lab of Software Development Environment, Beihang University,SenseTime Research
链接：点击下载PDF文件
【25】 A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data
标题：基于少量标注数据的工业产品表面缺陷检测综述
作者：Qifan Jin,Li Chen
机构*： ( 2) Institute of Physical Education (Main Campus), Zhengzhou University) Abstract
链接：点击下载PDF文件
【26】 Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI
标题：基于V-Net和K-Net的双域重建网络在快速磁共振成像中的应用
作者：Xiaohan Liu,Yanwei Pang,Ruiqi Jin,Yu Liu,Zhenchang Wang
备注：10 pages, 11 figures
链接：点击下载PDF文件
【27】 Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease
标题：基于机器学习的多模式神经影像基因组痴呆症评分预测未来阿尔茨海默病转归
作者：Ghazal Mirabnahrazam,Da Ma,Sieun Lee,Karteek Popuri,Hyunwoo Lee,Jiguo Cao,Lei Wang,James E Galvin,Mirza Faisal Beg,the Alzheimer's Disease Neuroimaging Initiative
机构*：a School of Engineering, Simon Fraser University, Burnaby, BC, Canada, b School of Medicine, Wake Forest University, Winston-Salem, NC, USA, c Division of Neurology, Department of Medicine, University of British Columbia, Vancouver, BC, Canada
链接：点击下载PDF文件
【28】 Deep Binary Reinforcement Learning for Scalable Verification
标题：用于可伸缩性验证的深度二进制强化学习
作者：Christopher Lazarus,Mykel J. Kochenderfer
链接：点击下载PDF文件
【29】 Learning-based Localizability Estimation for Robust LiDAR Localization
标题：基于学习的鲁棒LiDAR定位可定位性估计
作者：Julian Nubert,Etienne Walther,Shehryar Khattak,Marco Hutter
备注：8 pages, 7 figures, 4 tables
链接：点击下载PDF文件
【30】 Particle Swarm Optimization based on Novelty Search
标题：基于新颖性搜索的粒子群算法
作者：Mr. Rajesh Misra,Dr. Kumar S Ray
链接：点击下载PDF文件
【31】 Attack Analysis of Face Recognition Authentication Systems Using Fast Gradient Sign Method
标题：基于快速梯度符号的人脸识别认证系统攻击分析
作者：Arbena Musa,Kamer Vishi,Blerim Rexha
机构*： University of Prishtina, Kosovo 2Department of Informatics, University of Oslo
Journal-ref：Journal of Applied Artificial Intelligence, Vol. 35, No. 11, 1-15, 2021
链接：点击下载PDF文件
【32】 A new approach to calculating BERTScore for automatic assessment of translation quality
标题：翻译质量自动评估中BERTScore计算的一种新方法
作者：A. A. Vetrov,E. A. Gorn
备注：8 pages, 4 figures
链接：点击下载PDF文件
【33】 Detection of multiple retinal diseases in ultra-widefield fundus images using deep learning: data-driven identification of relevant regions
标题：利用深度学习检测超宽视野眼底图像中的多个视网膜疾病：相关区域的数据驱动识别
作者：Justin Engelmann,Alice D. McTrusty,Ian J. C. MacCormick,Emma Pead,Amos Storkey,Miguel O. Bernabeu
机构*：UKRI CDT Biomedical AI, University of Edinburgh, Centre for Clinical Brain Sciences, University of Edinburgh, Institute for Adaptive and Neural Computation, University of Edinburgh, Centre for Medical Informatics, University of Edinburgh
链接：点击下载PDF文件
【34】 Human-Like Navigation Behavior: A Statistical Evaluation Framework
标题：拟人导航行为：一种统计评估框架
作者：Ian Colbert,Mehdi Saeedi
机构*：Advanced Micro Devices, Inc., San Diego, United States, Markham, Canada
链接：点击下载PDF文件
【35】 Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology
标题：肾脏病理中肾小球病变的细粒度自动识别
作者：Yang Nan,Fengyi Li,Peng Tang,Guyue Zhang,Caihong Zeng,Guotong Xie,Zhihong Liu,Guang Yang
机构*：a National Heart and Lung Institute, Imperial College London, London, UK, b PingAn Healthcare Technology, Shanghai, China, c Department of Informatics, Technical University of Munich, Munich, Germany
备注：33 pages, 6 figures, accepted by the Pattern Recognition journal
链接：点击下载PDF文件
【36】 AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications
标题：锥束CT与口腔内扫描的人工智能自动多模式融合及其在智能三维牙骨重建中的临床应用
作者：Jin Hao,Jiaxiang Liu,Jin Li,Wei Pan,Ruizhe Chen,Huimin Xiong,Kaiwei Sun,Hangzheng Lin,Wanlu Liu,Wanghui Ding,Jianfei Yang,Haoji Hu,Yueling Zhang,Yang Feng,Zeyu Zhao,Huikai Wu,Youyi Zheng,Bing Fang,Zuozhu Liu,Zhihe Zhao
机构*： State Key Laboratory of Oral Diseases & National Clinical Research Center for Oral, Diseases & West China Hospital of Stomatology, Sichuan University, Chengdu, China, Stomatology Hospital, School of Stomatology, Zhejiang University School of Medicine
备注：30 pages, 6 figures, 3 tables
链接：点击下载PDF文件
【37】 Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals
标题：基于语音信号多分辨率谱时间表示的声学语音反转
作者：Rahil Parikh,Nadee Seneviratne,Ganesh Sivaraman,Shihab Shamma,Carol Espy-Wilson
机构*：University of Maryland College Park
备注：5 pages, IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018
链接：点击下载PDF文件
【38】 A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction
标题：太阳黑子数预测的非深度学习、深度学习和集成学习方法的比较研究
作者：Yuchen Dang,Ziqi Chen,Heng Li,Hai Shu
机构*：Center for Data Science, New York University, New York, NY, USA, Key Laboratory of Advanced Theory and Application in Statistics and Data Science-MOE, School of Statistics, East China Normal University, Shanghai, China
链接：点击下载PDF文件
【39】 Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging
标题：自聚焦+：磁共振成像中的抗噪声运动校正
作者：Ekaterina Kuzmina,Artem Razumov,Oleg Y. Rogov,Elfar Adalsteinsson,Jacob White,Dmitry V. Dylov
机构*： Skolkovo Institute of Science and Technology, Moscow, Russia, Massachusetts Institute of Technology, Cambridge, MA, United States
链接：点击下载PDF文件
【40】 HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis
标题：HDL：用于心脏分析的数字双胞胎心肌速度图合成的混合深度学习
作者：Xiaodan Xing,Javier Del Ser,Yinzhe Wu,Yang Li,Jun Xia,Lei Xu,David Firmin,Peter Gatehouse,Guang Yang
机构*：Javier Del Ser is with the Department of Communications Engineer-ing, University of the Basque Country UPVEHU, Li is with the School of Automation Sciences and Electrical Engi-neering
备注：9 pages, 14 figures, Accepted by IEEE JBHI
链接：点击下载PDF文件
【41】 Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients
标题：胶质母细胞瘤患者有效治疗规划的人工智能解决方案
作者：Vikram Goddla
机构*：Detroit Country Day, School
备注：The paper includes cover page, table of contents and references spanning 23 pages overall
链接：点击下载PDF文件
【42】 Deep Learning for the Benes Filter
标题：贝尼斯过滤的深度学习
作者：Alexander Lobbe
机构*：Imperial College London, Department of Mathematics, London SW,AZ, United Kingdom
备注：Submitted to the STUOD Proceedings, to be published by Springer Verlag
链接：点击下载PDF文件
机器翻译，仅供参考
重大更新！公众号每日速递覆盖arXiv所有方向,涵盖CS|物理|数学|经济|统计|金融|生物|电气等领域。点击查看历史文章列表，可在公众号内订阅#arXiv每日学术速递话题，接收每日推送。点击访问arxivdaily.com每日更新更及时。 |
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