AI Agent - arXivDaily 专题

2111.15498 2022-06-22 eess.IV cs.CV cs.LG physics.med-ph 57%

Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction

D. Karkalousos, S. Noteboom, H. E. Hulst, F. M. Vos, M. W. A. Caan

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2206.10110 2022-06-22 cs.SE 57%

ProML: A Decentralised Platform for Provenance Management of Machine Learning Software Systems

Nguyen Khoi Tran, Bushra Sabir, M. Ali Babar, Nini Cui, Mehran Abolhasan, Justin Lipman

专题命中工作流自动化：workflow(abstract)；分类 cs.SE

Comments Accepted as full paper in ECSA 2022 conference. To be presented

2201.02885 2022-06-22 cs.CV cs.CE cs.LG 57%

Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision

Maurice Günder, Facundo R. Ispizua Yamati, Jana Kierdorf, Ribana Roscher, Anne-Katrin Mahlein, Christian Bauckhage

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments Preprint submitted to GigaScience

Journal ref GigaScience, Volume 11, 2022

2112.12228 2022-06-22 cs.LG 57%

Direct Behavior Specification via Constrained Reinforcement Learning

Julien Roy, Roger Girgis, Joshua Romoff, Pierre-Luc Bacon, Christopher Pal

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2110.08449 2022-06-17 stat.ML cs.CR cs.LG 57%

Adversarial Attacks on Gaussian Process Bandits

Eric Han, Jonathan Scarlett

专题命中工作流自动化：tool use(abstract)；分类 cs.LG

Comments Accepted to ICML 2022

2201.07877 2022-06-16 cs.LG 57%

PDE-Based Optimal Strategy for Unconstrained Online Learning

Zhiyu Zhang, Ashok Cutkosky, Ioannis Paschalidis

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments ICML 2022

2009.04003 2022-06-14 cs.LG stat.ML 57%

Bayesian Inverse Reinforcement Learning for Collective Animal Movement

Toryn L. J. Schafer, Christopher K. Wikle, Mevin B. Hooten

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2206.03846 2022-06-09 cs.LG cs.NI 57%

Sim2real for Reinforcement Learning Driven Next Generation Networks

Peizheng Li, Jonathan Thomas, Xiaoyang Wang, Hakan Erdol, Abdelrahim Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert Piechocki

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 7 pages, 4 figures

1901.08152 2022-06-08 stat.ML cs.LG 57%

Veridical Data Science

Bin Yu, Karl Kumbier

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2206.02834 2022-06-08 cs.LG cs.MA cs.SY eess.SY math.OC stat.ML 57%

Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds

Aritra Mitra, Arman Adibi, George J. Pappas, Hamed Hassani

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2103.08241 2022-06-02 cs.LG 57%

Reinforcement Learning with Algorithms from Probabilistic Structure Estimation

Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2109.03999 2022-05-31 cs.DC cs.LG cs.NI 57%

Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

Zhifeng Jiang, Wei Wang, Bo Li, Qiang Yang

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments This article has been accepted for publication in IEEE Transactions on Big Data. This is the author's version which has not been fully edited and content may change prior to final publication

2205.14070 2022-05-30 eess.SY cs.AI cs.SY 57%

Multi-criteria Decision-making of Intelligent Vehicles under Fault Condition Enhancing Public-private Partnership

Xin Tao, Mladen Čičić, Jonas Mårtensson

专题命中工作流自动化：planning(abstract)；分类 cs.AI

2205.13874 2022-05-30 cs.LG cs.CV 57%

Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans

Jorma Järnstedt, Jaakko Sahlsten, Joel Jaskari, Kimmo Kaski, Helena Mehtonen, Ziyuan Lin, Ari Hietanen, Osku Sundqvist, Vesa Varjonen, Vesa Mattila, Sangsom Prapayasotok, Sakarat Nalampang

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2202.08417 2022-05-25 cs.LG 57%

Retrieval-Augmented Reinforcement Learning

Anirudh Goyal, Abram L. Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adria Puigdomenech Badia, Arthur Guez, Mehdi Mirza, Peter C. Humphreys, Ksenia Konyushkova, Laurent Sifre, Michal Valko, Simon Osindero, Timothy Lillicrap, Nicolas Heess, Charles Blundell

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2205.11243 2022-05-24 q-bio.GN cs.LG stat.AP 57%

Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases

Zhuoyan Xu, Kris Sankaran

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2205.10668 2022-05-24 cs.SE 57%

Supplementary Results of a Comparative Syntactic and Semantic Study of Terms for Software Testing Glossaries

Luis Olsina, Philip Lew, Guido Tebes

专题命中工作流自动化：agent(abstract)；分类 cs.SE

Comments 55 pages, 6 Appendixes with tables

2112.01298 2022-05-20 cs.CY cs.AI 57%

Meaningful human control: actionable properties for AI system development

Luciano Cavalcante Siebert, Maria Luce Lupetti, Evgeni Aizenberg, Niek Beckers, Arkady Zgonnikov, Herman Veluwenkamp, David Abbink, Elisa Giaccardi, Geert-Jan Houben, Catholijn M. Jonker, Jeroen van den Hoven, Deborah Forster, Reginald L. Lagendijk

专题命中工作流自动化：AI agent(abstract)；分类 cs.AI

Comments Preprint. Published AI and Ethics (2022): https://doi.org/10.1007/s43681-022-00167-3

Journal ref AI Ethics (2022)

2011.09926 2022-05-20 cs.LG 57%

Challenges in Deploying Machine Learning: a Survey of Case Studies

Andrei Paleyes, Raoul-Gabriel Urma, Neil D. Lawrence

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments v3 accepted to publication at ACM Computer Surveys in 2022; v2 presented at The ML-Retrospectives, Surveys & Meta-Analyses Workshop, NeurIPS 2020

2103.12821 2022-05-19 cs.LG eess.IV 57%

Detecting micro fractures: A comprehensive comparison of conventional and machine-learning based segmentation methods

Dongwon Lee, Nikolaos Karadimitriou, Matthias Ruf, Holger Steeb

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2205.08231 2022-05-18 cs.LG 57%

Hyper-Learning for Gradient-Based Batch Size Adaptation

Calum Robert MacLellan, Feng Dong

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2205.07795 2022-05-17 cs.CL 57%

Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach

Hieu Le, Taufiq Daryanto, Fabian Zhafransyah, Derry Wijaya, Elizabeth Coppock, Sang Chin

专题命中工作流自动化：agent(abstract)；分类 cs.CL

2011.04426 2022-05-16 cond-mat.mtrl-sci cs.LG 57%

AutoMat: Accelerated Computational Electrochemical systems Discovery

Emil Annevelink, Rachel Kurchin, Eric Muckley, Lance Kavalsky, Vinay I. Hegde, Valentin Sulzer, Shang Zhu, Jiankun Pu, David Farina, Matthew Johnson, Dhairya Gandhi, Adarsh Dave, Hongyi Lin, Alan Edelman, Bharath Ramsundar, James Saal, Christopher Rackauckas, Viral Shah, Bryce Meredig, Venkatasubramanian Viswanathan

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments v1-3:4 pages, 1 figure, accepted to NeurIPS Climate Change and AI Workshop 2020, updating acknowledgements and citations v4: substantially updated content and author list, accepted to MRS Bulletin

2205.03261 2022-05-09 cs.LG q-bio.QM stat.ML 57%

Designing Robust Biotechnological Processes Regarding Variabilities using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design

Tanja Hernández Rodríguez, Anton Sekulic, Markus Lange-Hegermann, Björn Frahm

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

2205.02627 2022-05-06 cs.CL 57%

WDV: A Broad Data Verbalisation Dataset Built from Wikidata

Gabriel Amaral, Odinaldo Rodrigues, Elena Simperl

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

2112.01797 2022-05-06 eess.IV cs.CV cs.LG 57%

Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations

Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas Maier

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 7 pages. Accepted at BVM-Workshop 2022, Springer

2205.01753 2022-05-05 q-bio.QM cs.LG 57%

Self-focusing virtual screening with active design space pruning

David E. Graff, Matteo Aldeghi, Joseph A. Morrone, Kirk E. Jordan, Edward O. Pyzer-Knapp, Connor W. Coley

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 47 pages, 26 figures, 3 tables

2204.12010 2022-05-04 cs.LG 57%

Theoretical Understanding of the Information Flow on Continual Learning Performance

Josh Andle, Salimeh Yasaei Sekeh

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 7 figures, 16 pages

2203.13602 2022-05-04 cs.CL 57%

ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations

Oscar Sainz, Haoling Qiu, Oier Lopez de Lacalle, Eneko Agirre, Bonan Min

专题命中工作流自动化：workflow(abstract)；分类 cs.CL

Comments Accepted at NAACL2022 Demo track

2204.13851 2022-05-02 eess.IV cs.CV cs.LG 57%

COVID-Net US-X: Enhanced Deep Neural Network for Detection of COVID-19 Patient Cases from Convex Ultrasound Imaging Through Extended Linear-Convex Ultrasound Augmentation Learning

E. Zhixuan Zeng, Adrian Florea, Alexander Wong

专题命中工作流自动化：workflow(abstract)；分类 cs.LG

Comments 6 pages

1. 工作流自动化 10514 篇

Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction

ProML: A Decentralised Platform for Provenance Management of Machine Learning Software Systems

Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision

Direct Behavior Specification via Constrained Reinforcement Learning

Adversarial Attacks on Gaussian Process Bandits

PDE-Based Optimal Strategy for Unconstrained Online Learning

Bayesian Inverse Reinforcement Learning for Collective Animal Movement

Sim2real for Reinforcement Learning Driven Next Generation Networks

Veridical Data Science

Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds

Reinforcement Learning with Algorithms from Probabilistic Structure Estimation

Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

Multi-criteria Decision-making of Intelligent Vehicles under Fault Condition Enhancing Public-private Partnership

Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans

Retrieval-Augmented Reinforcement Learning

Spatial Transcriptomics Dimensionality Reduction using Wavelet Bases

Supplementary Results of a Comparative Syntactic and Semantic Study of Terms for Software Testing Glossaries

Meaningful human control: actionable properties for AI system development

Challenges in Deploying Machine Learning: a Survey of Case Studies

Detecting micro fractures: A comprehensive comparison of conventional and machine-learning based segmentation methods

Hyper-Learning for Gradient-Based Batch Size Adaptation

Referring Expressions with Rational Speech Act Framework: A Probabilistic Approach

AutoMat: Accelerated Computational Electrochemical systems Discovery

Designing Robust Biotechnological Processes Regarding Variabilities using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design

WDV: A Broad Data Verbalisation Dataset Built from Wikidata

Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations

Self-focusing virtual screening with active design space pruning

Theoretical Understanding of the Information Flow on Continual Learning Performance

ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations

COVID-Net US-X: Enhanced Deep Neural Network for Detection of COVID-19 Patient Cases from Convex Ultrasound Imaging Through Extended Linear-Convex Ultrasound Augmentation Learning