AI Agent - arXivDaily 专题

2106.15397 2021-09-09 cs.LG 57%

Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky

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

1912.02179 2021-09-09 cs.SE 57%

A Longitudinal Study of Static Analysis Warning Evolution and the Effects of PMD on Software Quality in Apache Open Source Projects

Alexander Trautsch, Steffen Herbold, Jens Grabowski

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

Comments preprint

Journal ref Empirical Software Engineering 25 (2020) 5137-5192

2109.03020 2021-09-08 cond-mat.mtrl-sci cs.LG 57%

Deep Convolutional Neural Networks Predict Elasticity Tensors and their Bounds in Homogenization

Bernhard Eidel

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

2109.02631 2021-09-07 cs.LG 57%

Guiding Global Placement With Reinforcement Learning

Robert Kirby, Kolby Nottingham, Rajarshi Roy, Saad Godil, Bryan Catanzaro

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2109.01880 2021-09-07 eess.IV cs.CV cs.LG 57%

Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging

Yexing Hu, Berkan Lafci, Artur Luzgin, Hao Wang, Jan Klohs, Xose Luis Dean-Ben, Ruiqing Ni, Daniel Razansky, Wuwei Ren

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

Comments 15 pages, 5 figures

2109.00381 2021-09-02 cs.HC cs.AI 57%

Building a Legal Dialogue System: Development Process, Challenges and Opportunities

Mudita Sharma, Tony Russell-Rose, Lina Barakat, Akitaka Matsuo

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 15 pages, 4 figures

2108.13872 2021-09-01 cs.CR cs.LG 57%

Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models

Zeyuan Wang, Chaofeng Sha, Su Yang

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Accepted as a conference paper of IJCAI-21 (the 30th International Joint Conference on Artificial Intelligence)

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), pages 3162-3168, 2021

2108.11498 2021-08-27 physics.med-ph cs.LG physics.bio-ph physics.flu-dyn 57%

Physics-informed neural networks for improving cerebral hemodynamics predictions

Mohammad Sarabian, Hessam Babaee, Kaveh Laksari

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

Comments 12 pages, 10 figures

2108.10608 2021-08-25 cs.CV cs.LG cs.RO 57%

Occlusion-robust Visual Markerless Bone Tracking for Computer-Assisted Orthopaedic Surgery

Xue Hu, Anh Nguyen, Ferdinando Rodriguez y Baena

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

Comments This work has been submitted to the IEEE for possible publication

2103.03078 2021-08-23 cs.CR cs.CV cs.CY cs.LG eess.IV 57%

Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods

William Paul, Yinzhi Cao, Miaomiao Zhang, Phil Burlina

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Accepted for oral presentation at MICCAI PPML 2021

1911.08031 2021-08-23 cs.DC cs.LG cs.PF stat.ML 57%

The Design and Implementation of a Scalable DL Benchmarking Platform

Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-mei Hwu

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

Journal ref 2020 IEEE 13th International Conference on Cloud Computing (CLOUD), 414-425

2108.08081 2021-08-19 cs.SE 57%

Control Flow Versus Data Flow in Distributed Systems Integration: Revival of Flow-Based Programming for the Industrial Internet of Things

Wilhelm Hasselbring, Maik Wojcieszak, Schahram Dustdar

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

Comments 13 pages

Journal ref IEEE Internet Computing, vol. 25, no. 4, pp. 5-12, July-Aug. 2021

2108.07933 2021-08-19 cs.SE cs.SY eess.SY 57%

Assessing the Integration of Software Agents and Industrial Automation Systems with ISO/IEC 25010

Stamatis Karnouskos, Roopak Sinha, Paulo Leitão, Luis Ribeiro, Thomas. I. Strasser

专题命中工作流自动化：agent(abstract)；分类 cs.SE

Comments Conference paper, 7 pages, 2 figures, 1 table

Journal ref Proceedings of the 16th International Conference on Industrial Informatics (INDIN2018). Porto, Portugal, IEEE Computer Society Press, pp.61-66

1905.11589 2021-08-19 stat.ML cs.LG 57%

Learning distant cause and effect using only local and immediate credit assignment

David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Accepted by the 2021 International Joint Conference on Neural Networks (IJCNN 2021)

2108.07600 2021-08-18 cs.LG cs.CV 57%

Direct domain adaptation through reciprocal linear transformations

Tariq Alkhalifah, Oleg Ovcharenko

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

Comments 18 pages, 10 figures

2008.08871 2021-08-16 eess.IV cs.CV cs.LG physics.med-ph 57%

Deep learning-based transformation of the H&E stain into special stains

Kevin de Haan, Yijie Zhang, Jonathan E. Zuckerman, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Kuang-Yu Jen, Alexander Nobori, Sofia Liou, Sarah Zhang, Rana Riahi, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan

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

Comments 27 Pages, 6 Figures

Journal ref Nature Communications (2021)

2108.05053 2021-08-12 cs.LG cs.DB 57%

Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems

Laurel Orr, Atindriyo Sanyal, Xiao Ling, Karan Goel, Megan Leszczynski

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

Journal ref VLDB 2021

2108.04359 2021-08-11 cs.CV cs.LG 57%

Adaptable image quality assessment using meta-reinforcement learning of task amenability

Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Accepted at ASMUS 2021 (The 2nd International Workshop of Advances in Simplifying Medical UltraSound)

2108.04220 2021-08-10 cs.CV cs.AI 57%

End-to-end Malaria Diagnosis and 3D Cell Rendering with Deep Learning

Vignav Ramesh

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

Comments 7 pages, 2 figures

2103.10651 2021-08-02 cs.CR cs.LG cs.SD eess.AS 57%

SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems

Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo

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

Comments 17 pages

2103.06254 2021-07-30 cs.LG 57%

Interpretable Machine Learning: Moving From Mythos to Diagnostics

Valerie Chen, Jeffrey Li, Joon Sik Kim, Gregory Plumb, Ameet Talwalkar

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

Comments Presented at ICML HILL Workshop 2021

2107.02096 2021-07-20 cs.CR cs.SE 57%

An Empirical Analysis of Practitioners' Perspectives on Security Tool Integration into DevOps

Roshan Namal Rajapakse, Mansooreh Zahedi, Muhammad Ali Babar

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

Comments [v3] Camera-ready version (with a few improvements)

2106.08484 2021-07-20 cs.CL cs.HC 57%

Generative Conversational Networks

Alexandros Papangelis, Karthik Gopalakrishnan, Aishwarya Padmakumar, Seokhwan Kim, Gokhan Tur, Dilek Hakkani-Tur

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments SIGDial 2021

2107.06132 2021-07-14 cs.CV cs.AI 57%

Deep learning approaches to Earth Observation change detection

Antonio Di Pilato, Nicolò Taggio, Alexis Pompili, Michele Iacobellis, Adriano Di Florio, Davide Passarelli, Sergio Samarelli

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

2107.04810 2021-07-13 cs.CV cs.AI 57%

Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition

Fangqiu Yi, Tingting Jiang

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

Comments Not accepted by M2CAI2021

2103.09712 2021-07-13 cs.CV cs.AI 57%

Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer

Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng

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

Comments MICCAI2021

2011.13977 2021-07-13 cs.GT cs.AI 57%

Improving Welfare in One-sided Matching using Simple Threshold Queries

Thomas Ma, Vijay Menon, Kate Larson

专题命中工作流自动化：agent(abstract)；分类 cs.AI

1807.11398 2021-07-13 cs.LG stat.ML 57%

Preference-based Online Learning with Dueling Bandits: A Survey

Viktor Bengs, Robert Busa-Fekete, Adil El Mesaoudi-Paul, Eyke Hüllermeier

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 108 pages

Journal ref Journal of Machine Learning Research, 22(7):1-108, 2021

2010.04905 2021-07-12 cond-mat.mtrl-sci cs.LG physics.comp-ph 57%

Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks

J. Austin Ellis, Lenz Fiedler, Gabriel A. Popoola, Normand A. Modine, J. Adam Stephens, Aidan P. Thompson, Attila Cangi, Sivasankaran Rajamanickam

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

Journal ref Phys. Rev. B 104, 035120 (2021)

2107.03178 2021-07-08 cs.AI cs.HC 57%

Levels of explainable artificial intelligence for human-aligned conversational explanations

Richard Dazeley, Peter Vamplew, Cameron Foale, Charlotte Young, Sunil Aryal, Francisco Cruz

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 35 pages, 13 figures

Journal ref Artificial Intelligence, 299, 103525 (2021)

1. 工作流自动化 10514 篇

Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines

A Longitudinal Study of Static Analysis Warning Evolution and the Effects of PMD on Software Quality in Apache Open Source Projects

Deep Convolutional Neural Networks Predict Elasticity Tensors and their Bounds in Homogenization

Guiding Global Placement With Reinforcement Learning

Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging

Building a Legal Dialogue System: Development Process, Challenges and Opportunities

Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models

Physics-informed neural networks for improving cerebral hemodynamics predictions

Occlusion-robust Visual Markerless Bone Tracking for Computer-Assisted Orthopaedic Surgery

Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods

The Design and Implementation of a Scalable DL Benchmarking Platform

Control Flow Versus Data Flow in Distributed Systems Integration: Revival of Flow-Based Programming for the Industrial Internet of Things

Assessing the Integration of Software Agents and Industrial Automation Systems with ISO/IEC 25010

Learning distant cause and effect using only local and immediate credit assignment

Direct domain adaptation through reciprocal linear transformations

Deep learning-based transformation of the H&E stain into special stains

Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems

Adaptable image quality assessment using meta-reinforcement learning of task amenability

End-to-end Malaria Diagnosis and 3D Cell Rendering with Deep Learning

SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems

Interpretable Machine Learning: Moving From Mythos to Diagnostics

An Empirical Analysis of Practitioners' Perspectives on Security Tool Integration into DevOps

Generative Conversational Networks

Deep learning approaches to Earth Observation change detection

Not End-to-End: Explore Multi-Stage Architecture for Online Surgical Phase Recognition

Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer

Improving Welfare in One-sided Matching using Simple Threshold Queries

Preference-based Online Learning with Dueling Bandits: A Survey

Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks

Levels of explainable artificial intelligence for human-aligned conversational explanations