AI Agent - arXivDaily 专题

2210.04728 2022-10-11 cs.LG 57%

PyHopper -- Hyperparameter optimization

Mathias Lechner, Ramin Hasani, Philipp Neubauer, Sophie Neubauer, Daniela Rus

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

2210.02665 2022-10-07 cs.CV cs.AI 57%

Vision-Based Defect Classification and Weight Estimation of Rice Kernels

Xiang Wang, Kai Wang, Xiaohong Li, Shiguo Lian

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

Comments 10 pages, 10 figures

2210.02545 2022-10-07 cs.CL cs.SD eess.AS 57%

JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT

Mayumi Ohta, Julia Kreutzer, Stefan Riezler

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

Comments EMNLP 2022 demo track

2210.02161 2022-10-06 cs.CR cs.SE 57%

Security and Privacy Concerns in Cloud-based Scientific and Business Workflows: A Systematic Review

Nafiseh Soveizi, Fatih Turkmen, Dimka Karastoyanova

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

Comments 16 pages, 8 figures, 5 tables

2210.00707 2022-10-04 cs.HC cs.LG 57%

Theme and Topic: How Qualitative Research and Topic Modeling Can Be Brought Together

Marco Gillies, Dhiraj Murthy, Harry Brenton, Rapheal Olaniyan

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

Comments 12 pages, 4 figures

2009.07916 2022-09-30 cs.AI 57%

Causal Bandits without prior knowledge using separating sets

Arnoud A. W. M. de Kroon, Danielle Belgrave, Joris M. Mooij

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2209.13705 2022-09-29 cs.DC cs.CV cs.LG cs.PF 57%

An Overview of the Data-Loader Landscape: Comparative Performance Analysis

Iason Ofeidis, Diego Kiedanski, Leandros Tassiulas

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

Comments 17 pages, 28 figures

2209.13378 2022-09-28 cs.LG cs.CV 57%

Neural Network Panning: Screening the Optimal Sparse Network Before Training

Xiatao Kang, Ping Li, Jiayi Yao, Chengxi Li

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Accepted by ACCV 2022

2209.13224 2022-09-28 cs.LG 57%

Regularized Soft Actor-Critic for Behavior Transfer Learning

Mingxi Tan, Andong Tian, Ludovic Denoyer

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 13 pages, 5 figures, paper accepted by IEEE CoG2022

2203.13875 2022-09-28 cond-mat.mtrl-sci cond-mat.soft cs.CV cs.LG eess.IV 57%

Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images

Shizhao Lu, Brian Montz, Todd Emrick, Arthi Jayaraman

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

Comments 18 pages, 10 figures

2209.11885 2022-09-27 cs.LG physics.app-ph 57%

Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting

Wendi Liu, Michael J. Pyrcz

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

2209.11842 2022-09-27 cs.CL cs.HC cs.RO 57%

Comparison of Lexical Alignment with a Teachable Robot in Human-Robot and Human-Human-Robot Interactions

Yuya Asano, Diane Litman, Mingzhi Yu, Nikki Lobczowski, Timothy Nokes-Malach, Adriana Kovashka, Erin Walker

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments To be published in SIGDial 2022

2209.11259 2022-09-26 cond-mat.mtrl-sci cs.LG 57%

Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning

Jaber R. Mianroodi, Nima H. Siboni, Dierk Raabe

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2209.11068 2022-09-23 cs.CL 57%

Prompting for a conversation: How to control a dialog model?

Josef Valvoda, Yimai Fang, David Vandyke

专题命中工作流自动化：agent(abstract)；分类 cs.CL

2209.09408 2022-09-21 cs.LG eess.IV 57%

Deep learning at the edge enables real-time streaming ptychographic imaging

Anakha V Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J. Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V. Holt, Ian T. Foster, Antonino Miceli, Mathew J. Cherukara

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

2203.09661 2022-09-20 eess.SY cs.LG cs.SY 57%

Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach

Daniel G. McClement, Nathan P. Lawrence, Johan U. Backstrom, Philip D. Loewen, Michael G. Forbes, R. Bhushan Gopaluni

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 23 pages; postprint

Journal ref Journal of Process Control 2022

2209.07076 2022-09-16 cs.AI cs.HC 57%

Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process

Dian Tjondronegoro, Elizabeth Yuwono, Brent Richards, Damian Green, Siiri Hatakka

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

Comments 18 pages, 7 Figures

2209.04612 2022-09-15 cs.CL 57%

Harnessing Abstractive Summarization for Fact-Checked Claim Detection

Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu

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

Comments 12 pages; Accepted at COLING 2022

2208.05909 2022-09-15 cs.CL 57%

Domain-Specific Text Generation for Machine Translation

Yasmin Moslem, Rejwanul Haque, John D. Kelleher, Andy Way

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

Comments AMTA 2022 - MT Research Track

Journal ref Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (2022) Volume 1: Research Track, pages 14-30, Orlando, USA. Association for Machine Translation in the Americas

2209.06159 2022-09-14 cs.LG 57%

Meta-Gradients in Non-Stationary Environments

Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 16 pages, 9 figures, CoLLAs 2022

2209.05874 2022-09-14 cs.NI cs.LG 57%

Federated Meta-Learning for Traffic Steering in O-RAN

Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Ahmad, Keith Briggs, Shipra Kapoor

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 7 pages, 3 figures, 2 algorithms, and 3 tables

2209.05258 2022-09-13 cs.SE 57%

On the Energy Consumption of Different Dataframe Processing Libraries -- An Exploratory Study

Shriram Shanbhag, Sridhar Chimalakonda

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

2208.03520 2022-09-13 cs.LG stat.ML 57%

Recurrent networks, hidden states and beliefs in partially observable environments

Gaspard Lambrechts, Adrien Bolland, Damien Ernst

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 12 pages, 28 pages total, 20 figures. Transactions on Machine Learning Research (2022)

Journal ref Transactions on Machine Learning Research, 2022

2206.15190 2022-09-09 cs.SI cs.LG 57%

Recovering network topology and dynamics via sequence characterization

Lucas Guerreiro, Filipi N. Silva, Diego R. Amancio

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2209.01148 2022-09-05 cs.CV cs.AI 57%

ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos

Xiaoyang Zou, Wenyong Liu, Junchen Wang, Rong Tao, Guoyan Zheng

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

Comments 11 Pages, 3 figures

2209.00185 2022-09-02 cs.GR cs.LG 57%

SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches

Dagmar Lukka Loftsdóttir, Matthew Guzdial

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

Comments 7 pages, 6 figures, ACM Conference on the Foundations of Digital Games

2201.13170 2022-09-02 cs.LG 57%

Cooperative Online Learning in Stochastic and Adversarial MDPs

Tal Lancewicki, Aviv Rosenberg, Yishay Mansour

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2112.05240 2022-09-02 q-bio.QM cs.LG eess.IV physics.med-ph 57%

Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning

Bijie Bai, Hongda Wang, Yuzhu Li, Kevin de Haan, Francesco Colonnese, Yujie Wan, Jingyi Zuo, Ngan B. Doan, Xiaoran Zhang, Yijie Zhang, Jingxi Li, Wenjie Dong, Morgan Angus Darrow, Elham Kamangar, Han Sung Lee, Yair Rivenson, Aydogan Ozcan

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

Comments 26 Pages, 5 Figures

Journal ref BME Frontiers (2022)

2208.14060 2022-08-31 cs.CV cs.LG 57%

Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images

Pierrick Pochelu, Clara Erard, Philippe Cordier, Serge G. Petiton, Bruno Conche

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

Journal ref ACM International Conference Proceeding Series 2022

2208.13870 2022-08-31 cs.SE cs.HC cs.PL 57%

Creating Interactive Visualizations of TopHat Programs

Mark Gerarts, Marc de Hoog, Nico Naus, Tim Steenvoorden

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

1. 工作流自动化 10514 篇

PyHopper -- Hyperparameter optimization

Vision-Based Defect Classification and Weight Estimation of Rice Kernels

JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT

Security and Privacy Concerns in Cloud-based Scientific and Business Workflows: A Systematic Review

Theme and Topic: How Qualitative Research and Topic Modeling Can Be Brought Together

Causal Bandits without prior knowledge using separating sets

An Overview of the Data-Loader Landscape: Comparative Performance Analysis

Neural Network Panning: Screening the Optimal Sparse Network Before Training

Regularized Soft Actor-Critic for Behavior Transfer Learning

Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images

Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting

Comparison of Lexical Alignment with a Teachable Robot in Human-Robot and Human-Human-Robot Interactions

Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning

Prompting for a conversation: How to control a dialog model?

Deep learning at the edge enables real-time streaming ptychographic imaging

Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach

Responsible AI Implementation: A Human-centered Framework for Accelerating the Innovation Process

Harnessing Abstractive Summarization for Fact-Checked Claim Detection

Domain-Specific Text Generation for Machine Translation

Meta-Gradients in Non-Stationary Environments

Federated Meta-Learning for Traffic Steering in O-RAN

On the Energy Consumption of Different Dataframe Processing Libraries -- An Exploratory Study

Recurrent networks, hidden states and beliefs in partially observable environments

Recovering network topology and dynamics via sequence characterization

ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos

SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches

Cooperative Online Learning in Stochastic and Adversarial MDPs

Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning

Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images

Creating Interactive Visualizations of TopHat Programs