AI Agent - arXivDaily 专题

1811.05896 2018-11-15 cs.NE cs.LG 57%

QUENN: QUantization Engine for low-power Neural Networks

Miguel de Prado, Maurizio Denna, Luca Benini, Nuria Pazos

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

Comments Computing Frontiers 2018

1802.10446 2018-11-13 cs.MA cs.AI 57%

Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vector Calculus

Adam D. Cobb, Richard Everett, Andrew Markham, Stephen J. Roberts

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments KDD '18 Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Pages 1254-1262, 9 pages, 5 figures, conference submission, University of Oxford. arXiv admin note: text overlap with arXiv:1709.02357

1811.02668 2018-11-08 cs.CV cs.LG stat.ML 57%

Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning

Hanadi El Achi, Tatiana Belousova, Lei Chen, Amer Wahed, Iris Wang, Zhihong Hu, Zeyad Kanaan, Adan Rios, Andy N. D. Nguyen

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

Comments 13 pages, 2 figures, 2 tables

1807.11243 2018-10-26 cs.CL 57%

Active Learning for Interactive Neural Machine Translation of Data Streams

Álvaro Peris, Francisco Casacuberta

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments Accepted at The SIGNLL Conference on Computational Natural Language Learning (CoNLL'18)

1810.09030 2018-10-23 cs.AI 57%

Challenge AI Mind: A Crowd System for Proactive AI Testing

Siwei Fu, Anbang Xu, Xiaotong Liu, Huimin Zhou, Rama Akkiraju

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

Comments a 10-page full paper

1711.08149 2018-10-16 physics.med-ph cs.LG 57%

Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning

Zohaib Iqbal, Da Luo, Peter Henry, Samaneh Kazemifar, Timothy Rozario, Yulong Yan, Kenneth Westover, Weiguo Lu, Dan Nguyen, Troy Long, Jing Wang, Hak Choy, Steve Jiang

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

Journal ref PLoS ONE 13(10): e0205392 (2018)

1810.01925 2018-10-05 cs.GT cs.LG math.OC 57%

Bandit learning in concave $N$-person games

Mario Bravo, David S. Leslie, Panayotis Mertikopoulos

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 24 pages, 1 figure

1809.05636 2018-09-18 cs.CL cs.SI 57%

Geo-Text Data and Data-Driven Geospatial Semantics

Yingjie Hu

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

Comments Geography Compass, 2018

1809.01015 2018-09-05 cs.CV cs.LG stat.ML 57%

Automated segmentation on the entire cardiac cycle using a deep learning work-flow

Nicoló Savioli, Miguel Silva Vieira, Pablo Lamata, Giovanni Montana

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

Comments 6 pages, 2 figures, published on IEEE Xplore

1808.05584 2018-08-17 cs.CV cs.LG 57%

BlockQNN: Efficient Block-wise Neural Network Architecture Generation

Zhao Zhong, Zichen Yang, Boyang Deng, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 14 pages, 18 figures

1808.03598 2018-08-14 cs.AI cs.CC 57%

Overarching Computation Model (OCM)

Henok Ghebrechristos, Drew Miller

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments We present a framework and use it to shed light on the p vs np problem. More precisely we provide a proof for separating deterministic and non-deterministic algorithms with underlying concept that the two processes are fundamental and inherently different

1804.08369 2018-08-07 cs.LG stat.ML 57%

Gaussian Material Synthesis

Károly Zsolnai-Fehér, Peter Wonka, Michael Wimmer

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

Comments Supplementary data and source code: https://users.cg.tuwien.ac.at/zsolnai/gfx/gaussian-material-synthesis/

Journal ref ACM Transactions on Graphics (SIGGRAPH 2018) 37 (4)

1808.01095 2018-08-06 cs.LG cs.DB stat.ML 57%

Helix: Accelerating Human-in-the-loop Machine Learning

Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya Parameswaran

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

1807.10623 2018-07-31 stat.ML cs.IR cs.LG 57%

Learning low dimensional word based linear classifiers using Data Shared Adaptive Bootstrap Aggregated Lasso with application to IMDb data

Ashutosh K. Maurya

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

Comments arXiv admin note: text overlap with arXiv:1204.1177 by other authors

1807.10565 2018-07-30 cs.CV cs.LG stat.ML 57%

DeepPhase: Surgical Phase Recognition in CATARACTS Videos

Odysseas Zisimopoulos, Evangello Flouty, Imanol Luengo, Petros Giataganas, Jean Nehme, Andre Chow, Danail Stoyanov

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

Comments 8 pages, 3 figures, 1 table, MICCAI 2018

1807.10215 2018-07-27 cs.CV cs.LG 57%

DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning

Jen-Tang Lu, Stefano Pedemonte, Bernardo Bizzo, Sean Doyle, Katherine P. Andriole, Mark H. Michalski, R. Gilberto Gonzalez, Stuart R. Pomerantz

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

Comments Accepted as spotlight talk at Machine Learning for Healthcare (MLHC) 2018. Supplementary Video: https://bit.ly/DeepSPINE

1807.09991 2018-07-27 cs.AI cs.RO 57%

Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning

Francisco Cruz, German I. Parisi, Stefan Wermter

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments Accepted at IEEE IJCNN 2018, Rio de Janeiro, Brazil

1807.07743 2018-07-23 cs.SE 57%

Dev-for-Operations and Multi-sided Platform for Next Generation Platform as a Service

Bela Berde, Steven Van Rossem, Aurora Ramos, Matteo Orru, Anas Shatnawi

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

Comments 6 pages

1709.07848 2018-07-23 quant-ph cond-mat.mes-hall cs.AI stat.ML 57%

Multiqubit and multilevel quantum reinforcement learning with quantum technologies

F. A. Cárdenas-López, L. Lamata, J. C. Retamal, E. Solano

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Journal ref PLoS ONE 13(7):e0200455 (2018)

1807.05351 2018-07-17 cs.LG cs.DB cs.IR stat.ML 57%

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies

Gustavo Correa Publio, Diego Esteves, Agnieszka Ławrynowicz, Panče Panov, Larisa Soldatova, Tommaso Soru, Joaquin Vanschoren, Hamid Zafar

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

Comments Poster, selected for the 2nd Reproducibility in Machine Learning Workshop at ICML 2018, Stockholm, Sweden

1807.00349 2018-07-03 stat.ML cs.LG 57%

Heuristic Framework for Multi-Scale Testing of the Multi-Manifold Hypothesis

F. Patricia Medina, Linda Ness, Melanie Weber, Karamatou Yacoubou Djima

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

Comments Workshop paper (Women in Data Science and Mathematics Research Collaboration Workshop (WiSDM); ICERM, July 2017)

1806.10748 2018-06-29 cs.CV cs.GR cs.LG 57%

Towards automatic initialization of registration algorithms using simulated endoscopy images

Ayushi Sinha, Masaru Ishii, Russell H. Taylor, Gregory D. Hager, Austin Reiter

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

Comments 4 pages, 4 figures

1806.07222 2018-06-20 cs.SE 57%

An Integrated Framework for Process Discovery Algorithm Evaluation

Toon Jouck, Alfredo Bolt, Benoît Depaire, Massimiliano de Leoni, Wil M. P. van der Aalst

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

1806.03653 2018-06-12 cs.CL 57%

SciDTB: Discourse Dependency TreeBank for Scientific Abstracts

An Yang, Sujian Li

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

Comments Accepted to ACL 2018 (short paper)

1805.02264 2018-06-08 cs.AI cs.CY 57%

Automated Diagnosis of Clinic Workflows

Alex Cheng, Jules White

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

1805.12402 2018-06-01 cs.AI 57%

Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings

Ernesto Jimenez-Ruiz, Asan Agibetov, Matthias Samwald, Valerie Cross

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

1805.11526 2018-05-30 cs.SD cs.LG eess.AS 57%

Learning to Transcribe by Ear

Rainer Kelz, Gerhard Widmer

专题命中工作流自动化：agent(abstract)；分类 cs.LG

1803.02349 2018-05-25 cs.IR cs.AI 57%

Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

Jizhe Wang, Pipei Huang, Huan Zhao, Zhibo Zhang, Binqiang Zhao, Dik Lun Lee

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

Comments 10 pages, 8 figures

1803.10311 2018-05-21 cs.LG cs.DB cs.HC stat.ML 57%

How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature

Doris Xin, Litian Ma, Shuchen Song, Aditya Parameswaran

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

1805.05491 2018-05-16 cs.CY cs.CL cs.SI stat.ML 57%

Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing

Martin Mueller, Marcel Salathé

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

1. 工作流自动化 10535 篇

QUENN: QUantization Engine for low-power Neural Networks

Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vector Calculus

Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning

Active Learning for Interactive Neural Machine Translation of Data Streams

Challenge AI Mind: A Crowd System for Proactive AI Testing

Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning

Bandit learning in concave $N$-person games

Geo-Text Data and Data-Driven Geospatial Semantics

Automated segmentation on the entire cardiac cycle using a deep learning work-flow

BlockQNN: Efficient Block-wise Neural Network Architecture Generation

Overarching Computation Model (OCM)

Gaussian Material Synthesis

Helix: Accelerating Human-in-the-loop Machine Learning

Learning low dimensional word based linear classifiers using Data Shared Adaptive Bootstrap Aggregated Lasso with application to IMDb data

DeepPhase: Surgical Phase Recognition in CATARACTS Videos

DeepSPINE: Automated Lumbar Vertebral Segmentation, Disc-level Designation, and Spinal Stenosis Grading Using Deep Learning

Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning

Dev-for-Operations and Multi-sided Platform for Next Generation Platform as a Service

Multiqubit and multilevel quantum reinforcement learning with quantum technologies

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies

Heuristic Framework for Multi-Scale Testing of the Multi-Manifold Hypothesis

Towards automatic initialization of registration algorithms using simulated endoscopy images

An Integrated Framework for Process Discovery Algorithm Evaluation

SciDTB: Discourse Dependency TreeBank for Scientific Abstracts

Automated Diagnosis of Clinic Workflows

Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings

Learning to Transcribe by Ear

Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature

Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing