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人工智能cs.AI 方向，今日共计53篇

【1】 Dexterous Imitation Made Easy: A Learning-Based Framework for Efficient Dexterous Manipulation
标题：灵巧模仿变得容易：一个基于学习的高效灵巧操作框架
作者：Sridhar Pandian Arunachalam,Sneha Silwal,Ben Evans,Lerrel Pinto
机构*：New York University
备注：The first two authors contributed equally
链接：点击下载PDF文件

【2】 BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
标题：BigDetection：一种改进的目标检测器预训练的大规模基准
作者：Likun Cai,Zhi Zhang,Yi Zhu,Li Zhang,Mu Li,Xiangyang Xue
机构*：Fudan University, Amazon Inc.
备注：Technical report, code is released at this https URL
链接：点击下载PDF文件

【3】 Open-set Recognition via Augmentation-based Similarity Learning
标题：基于增强型相似性学习的开集识别
作者：Sepideh Esmaeilpour,Lei shu,Bing Liu
机构*：Department of Computer Science, University of Illinois at chicago, Amazon AWS AI
链接：点击下载PDF文件

【4】 Differential Assessment of Black-Box AI Agents
标题：黑箱人工智能代理的差异化评估
作者：Rashmeet Kaur Nayyar,Pulkit Verma,Siddharth Srivastava
机构*：Autonomous Agents and Intelligent Robots Lab, School of Computing and Augmented Intelligence, Arizona State University, AZ, USA
备注：AAAI 2022
链接：点击下载PDF文件

【5】 Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion
标题：寻求知识的语言模型：模块化搜索&对话和迅速完成的生成
作者：Kurt Shuster,Mojtaba Komeili,Leonard Adolphs,Stephen Roller,Arthur Szlam,Jason Weston
机构*：Facebook AI Research, ETH Zürich
链接：点击下载PDF文件

【6】 Novel Metric based on Walsh Coefficients for measuring problem difficulty in Estimation of Distribution Algorithms
标题：一种新的基于沃尔什系数的度量分布估计算法难度的度量方法
作者：Saeed Ghadiri,Amin Nikanjam
机构*：K.N. Toosi University of technology
链接：点击下载PDF文件

【7】 GEMA: An open-source Python library for self-organizing-maps
标题：Gema：用于自组织地图的开源Python库
作者：Alvaro J. Garcia-Tejedor,Alberto Nogales
机构*：CEIEC Research Institure, Universidad Francisco de Vitoria, Ctra. M-, Pozuelo-Majadahona km , Pozuelo de Alarcón, Spain
链接：点击下载PDF文件

【8】 Emergence of hierarchical reference systems in multi-agent communication
标题：多智能体通信中分层参考系的出现
作者：Xenia Ohmer,Marko Duda,Elia Bruni
机构*：Osnabr¨uck University
链接：点击下载PDF文件

【9】 Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors
标题：场景生成：基于场景的具有人类先验知识的文本到图像生成
作者：Oran Gafni,Adam Polyak,Oron Ashual,Shelly Sheynin,Devi Parikh,Yaniv Taigman
机构*：Meta AI Research
链接：点击下载PDF文件

【10】 Intelligent Systematic Investment Agent: an ensemble of deep learning and evolutionary strategies
标题：智能系统投资主体：深度学习和进化策略的集合
作者：Prasang Gupta,Shaz Hoda,Anand Rao
备注：19 pages, 10 figures
链接：点击下载PDF文件

【11】 Explainable Artificial Intelligence for Exhaust Gas Temperature of Turbofan Engines
标题：涡扇发动机排气温度的可解释人工智能
作者：Marios Kefalas,Juan de Santiago Rojo Jr.,Asteris Apostolidis,Dirk van den Herik,Bas van Stein,Thomas Bck
机构*：LIACS, Leiden University, CA, Leiden, South Holland, The Netherlands, KLM Royal Dutch Airlines, P.O. Box , ZL, Schiphol, North Holland, The Netherlands, LIACS, Leiden University, CA, Leiden, South Hollad, The Netherlands
备注：Main paper: 20 pages, 4 figures. Supplemental material: 18 pages, 30 figures. Published
链接：点击下载PDF文件

【12】 Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction
标题：用ColBERTer引入全词神经袋：使用增强约简的语境化后期交互
作者：Sebastian Hofsttter,Omar Khattab,Sophia Althammer,Mete Sertkan,Allan Hanbury
机构*： TU Wien, Stanford University
链接：点击下载PDF文件

【13】 Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning
标题：分布式深度学习的局部异步随机梯度下降算法
作者：Tomer Avidor,Nadav Tal Israel
机构*：Edgify.ai, Nadav Israel
链接：点击下载PDF文件

【14】 Behavior Trees in Robot Control Systems
标题：机器人控制系统中的行为树
作者：Petter gren,Christopher I. Sprague
机构*：Annual Review of Control, Robotics, and, Autonomous Systems ,. ,:,–
Journal-ref：Annual Review of Control, Robotics, and Autonomous Systems Vol. 5, 2022
链接：点击下载PDF文件

【15】 SIFT and SURF based feature extraction for the anomaly detection
标题：基于SIFT和冲浪的异常检测特征提取
作者：Simon Bilik,Karel Horak
机构*：Doctoral Degree Programme (,), FEEC BUT
备注：28th Conference STUDENT EEICT 2022, Brno University of Technology
链接：点击下载PDF文件

【16】 ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence
标题：ACE：迈向以应用为中心的边缘云协作智能
作者：Luhui Wang,Cong Zhao,Shusen Yang,Xinyu Yang,Julie McCann
机构*：Xi’an Jiaotong University, Imperial College London
备注：Accepted by Communications of the ACM (CACM), Contributed Article
链接：点击下载PDF文件

【17】 Evolved Open-Endedness in Cultural Evolution: A New Dimension in Open-Ended Evolution Research
标题：文化进化中的进化开放性：开放式进化研究的新维度
作者：James M. Borg,Andrew Buskell,Rohan Kapitany,Simon T. Powers,Eva Reindl,Claudio Tennie
机构*：School of Informatics and Digital Engineering, Aston University, UK, Department of History and Philosophy of Science, University of Cambridge, School of Psychology, Keele University, UK, School of Anthropology and Museum Ethnography, University of Oxford, UK
备注：26 pages, 1 figure, 1 table, submitted to Artificial Life journal (special issue on Open-Ended Evolution)
链接：点击下载PDF文件

【18】 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction
标题：基于分层最近邻图嵌入的高效降维算法
作者：M. Saquib Sarfraz,Marios Koulakis,Constantin Seibold,Rainer Stiefelhagen
机构*： Karlsruhe Institute of Technology, Mercedes-Benz Tech Innovation, Equal contribution
备注：CVPR 2022
链接：点击下载PDF文件

【19】 MERLIN -- Malware Evasion with Reinforcement LearnINg
标题：Merlin--基于强化学习的恶意软件规避
作者：Tony Quertier,Benjamin Marais,Stéphane Morucci,Bertrand Fournel
机构*：Orange Innovation, Rennes, France, Department of Mathematics, LMNO, University of Caen Normandy, France
链接：点击下载PDF文件

【20】 Focus-and-Detect: A Small Object Detection Framework for Aerial Images
标题：Focus-and-Detect：一种航空图像小目标检测框架
作者：Onur Can Koyun,Reyhan Kevser Keser,brahim Batuhan Akkaya,Behet Uur Treyin
机构*：˙Istanbul Technical University, ˙Istanbul, Turkey, ˙Ibrahim Batuhan Akkaya, Aselsan, Ankara, Turkey, Behet Ugur Treyin
备注：12 pages, 6 figures
链接：点击下载PDF文件

【21】 Analyzing Process-Aware Information System Updates Using Digital Twins of Organizations
标题：利用组织的数字孪生组织分析流程感知信息系统更新
作者：Gyunam Park,Marco Comuzzi,Wil M. P. van der Aalst
机构*： Process and Data Science Group (PADS), RWTH Aachen University, Germany, Department of Industrial Engineering, UNIST, Korea
链接：点击下载PDF文件

【22】 Extended critical regimes of deep neural networks
标题：深度神经网络的扩展临界区域
作者：Cheng Kevin Qu,Asem Wardak,Pulin Gong
机构*：School of Physics, University of Sydney, NSW , Australia
链接：点击下载PDF文件

【23】 Knowledge Removal in Sampling-based Bayesian Inference
标题：基于抽样的贝叶斯推理中的知识去除
作者：Shaopeng Fu,Fengxiang He,Dacheng Tao
机构*：The University of Sydney, Australia, JD Explore Academy, China
备注：In International Conference on Learning Representations, 2022
链接：点击下载PDF文件

【24】 Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming
标题：Onto4MAT：一种面向广义多Agent组合的群体放牧本体
作者：Adam J. Hepworth,Daniel P. Baxter,Hussein A. Abbass
机构*：School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia
备注：19 pages, 2 tables, 16 figures
链接：点击下载PDF文件

【25】 Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings
标题：语义匹配知识图嵌入的对偶诱导正则化算法
作者：Jie Wang,Zhanqiu Zhang,Zhihao Shi,Jianyu Cai,Shuiwang Ji,Feng Wu
备注：Accepted to TPAMI. This work is a journal extension of our NeurIPS'20 paper arXiv:2011.05816
链接：点击下载PDF文件

【26】 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets
标题：生成数据以减少自然语言推理数据集中的相关性
作者：Yuxiang Wu,Matt Gardner,Pontus Stenetorp,Pradeep Dasigi
机构*： University College London, Microsoft Semantic Machines § Allen Institute for AI
备注：Accepted to ACL 2022 main conference
链接：点击下载PDF文件

【27】 mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling
标题：McBERT：基于BERT的动量对比学习
作者：seong-Hwan Heo,WonKee Lee,Jong-Hyeok Lee
机构*：Graduate School of Artificial Intelligence, Department of Computer Science and Engineering, Pohang University of Science and Technology (POSTECH), Republic of Korea
备注：Submitted to INTERSPEECH 2022
链接：点击下载PDF文件

【28】 TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
标题：超低功耗时间序列边缘推理的TCN映射优化
作者：Alessio Burrello,Alberto Dequino,Daniele Jahier Pagliari,Francesco Conti,Marcello Zanghieri,Enrico Macii,Luca Benini,Massimo Poncino
机构*：University of Bologna
链接：点击下载PDF文件

【29】 A Rationale-Centric Framework for Human-in-the-loop Machine Learning
标题：一种以原理为中心的人在环机器学习框架
作者：Jinghui Lu,Linyi Yang,Brian Mac Namee,Yue Zhang
机构*： The Insight Centre for Data Analytics, University College Dublin, School of Engineering, Westlake University, Institute of Advanced Technology, Westlake Institute for Advanced Study, SenseTime Research
备注：Accepted to ACL 2022
链接：点击下载PDF文件

【30】 k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations
标题：K-Rater可靠性：聚合人类标注的正确可靠性单位
作者：Ka Wong,Praveen Paritosh
机构*：Google Research
链接：点击下载PDF文件

【31】 Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution
标题：深部神经进化直接评估脑转移瘤疾病负担的进展或消退
作者：Joseph Stember,Robert Young,Hrithwik Shalu
机构*：Department of Radiology, Memorial Sloan Kettering Cancer, Center, NY, NY, Department of Aerospace Engineering, Indian Institute of, Technology Madras, Chennai, India
链接：点击下载PDF文件

【32】 GraphCoCo: Graph Complementary Contrastive Learning
标题：GraphCoCo：图形互补对比学习
作者：Jiawei Sun,Junchi Yan,Chentao Wu,Yue Ding,Ruoxin Chen,Xiang Yu,Xinyu Lu,Jie Li
机构*：Department of Computer Science and Technology, Shanghai Jiao Tong University, China, School of Software, Shanghai Jiao Tong University, China
链接：点击下载PDF文件

【33】 Random Forest Regression for continuous affect using Facial Action Units
标题：使用面部动作单元的连续情感的随机森林回归
作者：Saurabh Hinduja,Shaun Canavan,Liza Jivnani,Sk Rahatul Jannat,V Sri Chakra Kumar
机构*：University of Pittsburgh, Fifth Ave, Pittsburgh, PA , University of South Florida, E Fowler Ave, Tampa, FL , mc Kinley dr, Tampa, FL , Cornell University, E Loop Rd, New York, NY
链接：点击下载PDF文件

【34】 Continual Learning and Private Unlearning
标题：持续学习与私人遗忘
作者：Bo Liu,Qiang Liu,Peter Stone
机构*：The University of Texas at Austin, §Sony AI
链接：点击下载PDF文件

【35】 A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG
标题：基于三次DUCG的工业故障诊断因果知识表示与推理平台
作者：Bu XuSong,Nie Hao,Zhang Zhan,Zhang Qin
机构*： Department of Computer Science and Technology, Tsinghua University, Beijing , China; bux-, Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing , China;
链接：点击下载PDF文件

【36】 Learning Efficient Exploration through Human Seeded Rapidly-exploring Random Trees
标题：基于人类种子快速搜索随机树的学习效率探索
作者：Max Zuo,Logan Schick,Matthew Gombolay,Nakul Gopalan
机构*： These heuristics allow thesearch algorithms to automatically test other states in the game School of Interactive Computing, Georgia Institute of Technologyremoving the necessity to test all possible scenarios in thegame using human game plays
备注：HRI 2022 Workshop - MLHRC
链接：点击下载PDF文件

【37】 Asynchronous Reinforcement Learning for Real-Time Control of Physical Robots
标题：用于物理机器人实时控制的异步强化学习
作者：Yufeng Yuan,Rupam Mahmood
机构*： potentially 1Department of Computing Science, University of Alberta
链接：点击下载PDF文件

【38】 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning
标题：公平只有公制深度吗？评估和解决深度度量学习中的子组差距
作者：Natalie Dullerud,Karsten Roth,Kimia Hamidieh,Nicolas Papernot,Marzyeh Ghassemi
机构*：University of Toronto, Vector Institute, University of Tübingen, University of Toronto, Vector Insitute, Massachusetts Institute of Technology
备注：Published as a conference paper at ICLR 2022
链接：点击下载PDF文件

【39】 Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing
标题：边缘计算中快速鲁棒联合学习的上下文模型聚合
作者：Hung T. Nguyen,H. Vincent Poor,Mung Chiang
机构*：Princeton University, eduPurdue University
备注：10 pages
链接：点击下载PDF文件

【40】 RILI: Robustly Influencing Latent Intent
标题：日立：强有力地影响潜在意图
作者：Sagar Parekh,Soheil Habibian,Dylan P. Losey
链接：点击下载PDF文件

【41】 On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study
标题：用特征归因算法理解可控因素的影响--以医学案例为例
作者：Veera Raghava Reddy Kovvuri,Siyuan Liu,Monika Seisenberger,Berndt Müller,Xiuyi Fan
机构*： Swansea University, United Kingdom, Nanyang Technological University, Singapore
链接：点击下载PDF文件

【42】 What is Software Quality for AI Engineers? Towards a Thinning of the Fog
标题作者：Valentina Golendukhina,Valentina Lenarduzzi,Michael Felderer
机构*：University of Innsbruck, Innsbruck, Austria, University of Oulu, Oulu, Finland
备注：9 pages, 3 figures, accepted for CAIN22 Conference
链接：点击下载PDF文件

【43】 Trust in AI and Its Role in the Acceptance of AI Technologies
标题：对人工智能的信任及其在接受人工智能技术中的作用
作者：Hyesun Choung,Prabu David,Arun Ross
机构*： College of Communication Arts and Science, Michigan State University, Department of Media and Information, Department of Communication, Michigan State University, Department of Computer Science and Engineering, Michigan State University
链接：点击下载PDF文件

【44】 Possibility Before Utility: Learning And Using Hierarchical Affordances
标题：效用之前的可能性：学习和使用等级平等
作者：Robby Costales,Shariq Iqbal,Fei Sha
机构*：University of Southern California ,Google Research
备注：ICLR 2022 camera-ready
链接：点击下载PDF文件

【45】 Revisiting Multi-Scale Feature Fusion for Semantic Segmentation
标题：基于语义分割的多尺度特征融合再探
作者：Tianjian Meng,Golnaz Ghiasi,Reza Mahjorian,Quoc V. Le,Mingxing Tan
机构*： Google Research, Waymo Inc.
链接：点击下载PDF文件

【46】 Sample-efficient Iterative Lower Bound Optimization of Deep Reactive Policies for Planning in Continuous MDPs
标题：连续多目标规划中深度反应策略的样本有效迭代下界优化
作者：Siow Meng Low,Akshat Kumar,Scott Sanner
机构*：School of Computing and Information Systems, Singapore Management University, Singapore, Industrial Engineering, University of Toronto, Canada
链接：点击下载PDF文件

【47】 MMES: Mixture Model based Evolution Strategy for Large-Scale Optimization
标题：MMES：基于混合模型的大规模优化进化策略
作者：Xiaoyu He,Zibin Zheng,Yuren Zhou
机构*： and Yuren Zhou are with the School of Dataand Computer Science, Sun Yat-sen University
Journal-ref：IEEE Transactions on Evolutionary Computation, 2021, 25(2): 320-333
链接：点击下载PDF文件

【48】 Decision-making of Emergent Incident based on P-MADDPG
标题：基于P-MADDPG的突发事件决策
作者：Yibo Guo,Lishuo Hou,Mingxin Li,Yue Yuan,Shun Liu,Jingyi Xue,Yafang Han,Mingliang Xu
机构*：School of Computer and Artificial Intelligence, Zhengzhou University
备注：15 pages, 13 figures, 25 conferences
链接：点击下载PDF文件

【49】 Competency Assessment for Autonomous Agents using Deep Generative Models
标题：基于深度生成模型的自治Agent能力评估
作者：Aastha Acharya,Rebecca Russell,Nisar R. Ahmed
机构*：SmeadDepartmentofAerospace Engineering Sciences at the University of Colorado Boul-der
链接：点击下载PDF文件

【50】 Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions
标题：视觉和语言导航：任务、方法和未来方向综述
作者：Jing Gu,Eliana Stefani,Qi Wu,Jesse Thomason,Xin Eric Wang
机构*：University of California, Santa Cruz, The University of Adelaide, University of Southern California
备注：18 pages. Accepted to ACL 2022
链接：点击下载PDF文件

【51】 Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels
标题：带噪声伪标签的三维点云场景流学习
作者：Bing Li,Cheng Zheng,Guohao Li,Bernard Ghanem
机构*：ChengZheng, King Abdullah University of Science and Technology
链接：点击下载PDF文件

【52】 Applications of physics informed neural operators
标题：物理信息神经算子的应用
作者：Shawn G. Rosofsky,E. A. Huerta
机构*：NCSA, University of Illinois at Urbana-Champaign, Urbana, Illinois , USA, Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois , USA, Data Science and Learning Division, Argonne National Laboratory, Lemont, Illinois , USA
备注：15 pages, 10 figures
链接：点击下载PDF文件

【53】 MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
标题：基于正则化反向扩散的MR图像去噪和超分辨率
作者：Hyungjin Chung,Eun Sun Lee,Jong Chul Ye
机构*： Lee is with the Department of Radiology, Chung-Ang UniversityHospital, Chung-Ang University College of Medicine
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。