AI Agent - arXivDaily 专题

2010.11530 2021-02-23 stat.ML cs.LG 57%

Model updating after interventions paradoxically introduces bias

James Liley, Samuel R Emerson, Bilal A Mateen, Catalina A Vallejos, Louis J M Aslett, Sebastian J Vollmer

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

Comments Sections of this preprint on 'Successive adjuvancy' (section 4, theorem 2, figures 4,5, and associated discussions) were not included in the originally submitted version of this paper due to length. This material does not appear in the published version of this manuscript, and the reader should be aware that these sections did not undergo peer review

2102.09959 2021-02-22 eess.AS cs.LG cs.SD 57%

Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast

Satvik Venkatesh, David Moffat, Alexis Kirke, Gözel Shakeri, Stephen Brewster, Jörg Fachner, Helen Odell-Miller, Alex Street, Nicolas Farina, Sube Banerjee, Eduardo Reck Miranda

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

Comments 5 pages, 3 figures, Accepted to ICASSP 2021

2006.01048 2021-02-22 cs.DC cs.HC cs.SE 57%

Greedy Scheduling: A Neural Network Method to Reduce Task Failure in Software Crowdsourcing

Jordan Urbaczek, Razieh Saremi, Mostaan Lotfalian Saremi, Julian Togelius

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

Comments 7 pages, 9 figures, 3 tables

2102.03896 2021-02-09 cs.AI 57%

Consequences of Misaligned AI

Simon Zhuang, Dylan Hadfield-Menell

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Journal ref NeurIPS 2020

2102.02645 2021-02-05 cs.LG cs.AR cs.PF 57%

Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs

Christopher A. Metz, Mehran Goli, Rolf Drechsler

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

Comments Presented at DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021) (arXiv:2102.00818)

2102.02191 2021-02-04 cs.CL 57%

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation

Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng

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

2102.00426 2021-02-02 cs.LG cs.HC cs.IR 57%

A Simple yet Brisk and Efficient Active Learning Platform for Text Classification

Teja Kanchinadam, Qian You, Keith Westpfahl, James Kim, Siva Gunda, Sebastian Seith, Glenn Fung

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

2101.11361 2021-01-28 eess.SP cs.LG physics.geo-ph 57%

Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation

Francesco Picetti, Vincenzo Lipari, Paolo Bestagini, Stefano Tubaro

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

2101.11224 2021-01-28 cs.CV cs.LG 57%

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang

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

2003.12203 2021-01-26 cs.DC cs.LG 57%

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

Kai Zhao, Sheng Di, Sihuan Li, Xin Liang, Yujia Zhai, Jieyang Chen, Kaiming Ouyang, Franck Cappello, Zizhong Chen

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

Comments 13 pages

Journal ref IEEE Transactions on Parallel and Distributed Systems, 2020

1909.13403 2021-01-19 cs.LG cs.DC cs.NI stat.ML 57%

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

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

Comments Published in IMC 2020. 20 pages, 26 figures

2003.14360 2021-01-14 q-bio.BM cs.LG 57%

Application and Assessment of Deep Learning for the Generation of Potential NMDA Receptor Antagonists

Katherine J. Schultz, Sean M. Colby, Yasemin Yesiltepe, Jamie R. Nuñez, Monee Y. McGrady, Ryan R. Renslow

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

2101.03970 2021-01-12 cs.LG cs.HC 57%

How Much Automation Does a Data Scientist Want?

Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael Muller, Lisa Amini

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

2006.13742 2021-01-11 cs.CV cs.CR cs.LG 57%

PhishGAN: Data Augmentation and Identification of Homoglpyh Attacks

Joon Sern Lee, Gui Peng David Yam, Jin Hao Chan

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

Comments 8 pages, 8 figures

2002.03432 2021-01-11 cs.LG cs.NA cs.NE math.NA stat.ML 57%

On the distance between two neural networks and the stability of learning

Jeremy Bernstein, Arash Vahdat, Yisong Yue, Ming-Yu Liu

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

1909.05707 2021-01-11 cs.LG stat.ML 57%

Coarse-scale PDEs from fine-scale observations via machine learning

Seungjoon Lee, Mahdi Kooshkbaghi, Konstantinos Spiliotis, Constantinos I. Siettos, Ioannis G. Kevrekidis

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2101.02649 2021-01-08 cs.LG cs.RO 57%

CoachNet: An Adversarial Sampling Approach for Reinforcement Learning

Elmira Amirloo Abolfathi, Jun Luo, Peyman Yadmellat, Kasra Rezaee

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments NeurIPS2019 Workshop on Safety and Robustness in Decision Making

2012.08507 2021-01-08 cs.LG math.OC stat.ML 57%

Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes

Dongruo Zhou, Quanquan Gu, Csaba Szepesvari

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 59 pages, 1 figure

2101.01336 2021-01-06 cs.IT cs.LG eess.SP math.IT 57%

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays

Qiyu Hu, Yanzhen Liu, Yunlong Cai, Guanding Yu, Zhi Ding

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2012.15427 2021-01-05 quant-ph cs.LG cs.SY eess.SY 57%

Curriculum-based Deep Reinforcement Learning for Quantum Control

Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2005.10076 2020-12-30 math.OC cs.LG 57%

Data-driven learning of robust nonlocal physics from high-fidelity synthetic data

Huaiqian You, Yue Yu, Nathaniel Trask, Mamikon Gulian, Marta D'Elia

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

Comments 32 pages, 10 figures, 3 tables

2012.13582 2020-12-29 eess.IV cs.CV cs.LG 57%

Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays

Chirath Dasanayakaa, Maheshi Buddhinee Dissanayake

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

Comments Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (2020)

Journal ref Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (2020)

2012.13254 2020-12-25 cs.SE 57%

Designing a Socio-Technical Business Process for Analyzing Information Quality Requirements: Experience Report

Mohamad Gharib

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

2012.13026 2020-12-25 cs.AI 57%

Rethink AI-based Power Grid Control: Diving Into Algorithm Design

Xiren Zhou, Siqi Wang, Ruisheng Diao, Desong Bian, Jiahui Duan, Di Shi

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments Accepted by 34th NeurIPS Ml4eng Workshop, 2020

2011.05025 2020-12-23 physics.med-ph cs.CV cs.LG 57%

Deep correction of breathing-related artifacts in real-time MR-thermometry

Baudouin Denis de Senneville, Pierrick Coupé, Mario Ries, Laurent Facq, Chrit Moonen

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

Comments 21 pages, 9 figures, 1 table

Journal ref Computerized Medical Imaging and Graphics, 2020

2012.06845 2020-12-17 cs.AI cs.DS 57%

A Unified Model for the Two-stage Offline-then-Online Resource Allocation

Yifan Xu, Pan Xu, Jianping Pan, Jun Tao

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Journal ref IJCAI 2020

2004.14308 2020-12-17 physics.chem-ph cs.LG stat.ML 57%

Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning

Julien Horwood, Emmanuel Noutahi

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2012.08403 2020-12-16 cs.LG cs.NE 57%

Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems

Marcus Venzke, Daniel Klisch, Philipp Kubik, Asad Ali, Jesper Dell Missier, Volker Turau

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

Comments 21 pages, 13 figures

2012.07521 2020-12-15 cs.CL 57%

Procode: the Swiss Multilingual Solution for Automatic Coding and Recoding of Occupations and Economic Activities

Nenad Savic, Nicolas Bovio, Fabian Gilbert, Irina Guseva Canu

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

2001.06094 2020-12-15 cs.CV cs.CL cs.IR 57%

On- Device Information Extraction from Screenshots in form of tags

Sumit Kumar, Gopi Ramena, Manoj Goyal, Debi Mohanty, Ankur Agarwal, Benu Changmai, Sukumar Moharana

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

1. 工作流自动化 10514 篇

Model updating after interventions paradoxically introduces bias

Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast

Greedy Scheduling: A Neural Network Method to Reduce Task Failure in Software Crowdsourcing

Consequences of Misaligned AI

Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation

A Simple yet Brisk and Efficient Active Learning Platform for Text Classification

Anti-Aliasing Add-On for Deep Prior Seismic Data Interpolation

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Application and Assessment of Deep Learning for the Generation of Potential NMDA Receptor Antagonists

How Much Automation Does a Data Scientist Want?

PhishGAN: Data Augmentation and Identification of Homoglpyh Attacks

On the distance between two neural networks and the stability of learning

Coarse-scale PDEs from fine-scale observations via machine learning

CoachNet: An Adversarial Sampling Approach for Reinforcement Learning

Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes

Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays

Curriculum-based Deep Reinforcement Learning for Quantum Control

Data-driven learning of robust nonlocal physics from high-fidelity synthetic data

Deep Learning Methods for Screening Pulmonary Tuberculosis Using Chest X-rays

Designing a Socio-Technical Business Process for Analyzing Information Quality Requirements: Experience Report

Rethink AI-based Power Grid Control: Diving Into Algorithm Design

Deep correction of breathing-related artifacts in real-time MR-thermometry

A Unified Model for the Two-stage Offline-then-Online Resource Allocation

Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning

Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems

Procode: the Swiss Multilingual Solution for Automatic Coding and Recoding of Occupations and Economic Activities

On- Device Information Extraction from Screenshots in form of tags