AI Agent - arXivDaily 专题

2409.19322 2024-10-01 cs.CV cs.AI 57%

Scalable Cloud-Native Pipeline for Efficient 3D Model Reconstruction from Monocular Smartphone Images

Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio, Tommaso Di Noia

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

Comments Preprint

2308.05978 2024-10-01 cs.CR cs.AI 57%

CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation

Chao Feng, Alberto Huertas Celdran, Pedro Miguel Sanchez Sanchez, Jan Kreischer, Jan von der Assen, Gerome Bovet, Gregorio Martinez Perez, Burkhard Stiller

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2409.18475 2024-09-30 cs.AI cs.HC 57%

Data Analysis in the Era of Generative AI

Jeevana Priya Inala, Chenglong Wang, Steven Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao

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

2409.17896 2024-09-27 cs.RO cs.LG cs.SY eess.SY 57%

Model-Free versus Model-Based Reinforcement Learning for Fixed-Wing UAV Attitude Control Under Varying Wind Conditions

David Olivares, Pierre Fournier, Pavan Vasishta, Julien Marzat

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments Published at ICINCO 2024

Journal ref In Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2024)

2409.15902 2024-09-25 cs.CL 57%

Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering

Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski, Alexander Panchenko

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

Comments 18 pages, 2 figures, 7 tables

Journal ref International Conference on Applications of Natural Language to Information Systems, pages: 107-118, year: 2024, organization: Springer

2409.15441 2024-09-25 cs.AI 57%

Steward: Natural Language Web Automation

Brian Tang, Kang G. Shin

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

2405.21051 2024-09-24 cs.SE q-bio.PE 57%

Good modelling software practices

Carsten Lemmen, Philipp Sebastian Sommer

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

Comments 2 Figures

Journal ref Ecological Modelling, 498, 110890 (2024)

2409.11438 2024-09-23 eess.IV cond-mat.mtrl-sci cond-mat.soft cs.CV cs.LG 57%

Machine Learning for Analyzing Atomic Force Microscopy (AFM) Images Generated from Polymer Blends

Aanish Paruchuri, Yunfei Wang, Xiaodan Gu, Arthi Jayaraman

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

Comments 39 pages, 13 figures, 4 tables

2409.13143 2024-09-23 cs.LG cs.CV 57%

Score-Based Multibeam Point Cloud Denoising

Li Ling, Yiping Xie, Nils Bore, John Folkesson

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

Comments Accepted to 2024 IEEE OES AUV Symposium

2409.12602 2024-09-20 cs.RO cs.AI 57%

Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot Learning

Michele Carlo La Greca, Mirko Usuelli, Matteo Matteucci

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

2409.11552 2024-09-19 eess.IV cs.AI cs.CV 57%

Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images

Armand Collin, Arthur Boschet, Mathieu Boudreau, Julien Cohen-Adad

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

Comments 12 pages, 8 figures

2409.11294 2024-09-18 cs.AI 57%

Navigating Process Mining: A Case study using pm4py

Ali Jlidi, László Kovács

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

2409.10528 2024-09-18 cs.CV cs.AI 57%

From Latent to Engine Manifolds: Analyzing ImageBind's Multimodal Embedding Space

Andrew Hamara, Pablo Rivas

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

Comments The 26th International Conference on Artificial Intelligence (ICAI'24)

2409.09766 2024-09-17 cs.CV cs.AI 57%

Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting

Qiaoyi Xue, Youdan Feng, Jiayi Liu, Tianming Xu, Kaixin Shen, Chuyun Shen, Yuhang Shi

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

2205.14056 2024-09-17 cs.LG stat.ML 57%

Dual Convexified Convolutional Neural Networks

Site Bai, Chuyang Ke, Jean Honorio

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

Journal ref TMLR 2024: https://openreview.net/forum?id=0yMuNezwJ1

2409.08823 2024-09-16 cs.LG stat.AP 57%

AutoIRT: Calibrating Item Response Theory Models with Automated Machine Learning

James Sharpnack, Phoebe Mulcaire, Klinton Bicknell, Geoff LaFlair, Kevin Yancey

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

2403.09100 2024-09-16 physics.med-ph cs.CV cs.LG eess.IV physics.optics 57%

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning

Xilin Yang, Bijie Bai, Yijie Zhang, Musa Aydin, Sahan Yoruc Selcuk, Zhen Guo, Gregory A. Fishbein, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan

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

Comments 20 Pages, 5 Figures

Journal ref Nature Communications (2024)

2409.06725 2024-09-12 cs.CE cs.HC cs.LG 57%

DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection

Rahatara Ferdousi, M. Anwar Hossain, Chunsheng Yang, Abdulmotaleb El Saddik

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 12 pages, 10 figures, IEEE transaction on consumer electronics

2409.04559 2024-09-12 cs.CV cs.AI 57%

Thinking Outside the BBox: Unconstrained Generative Object Compositing

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhi Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim

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

2409.05482 2024-09-10 astro-ph.SR astro-ph.EP astro-ph.IM cs.LG 57%

Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation

Fatemeh Fazel Hesar, Bernard Foing, Ana M. Heras, Mojtaba Raouf, Victoria Foing, Shima Javanmardi, Fons J. Verbeek

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

Comments 15 pages, 8 figures. Submitted for publication in A&A

2309.10831 2024-09-10 cs.LG cs.SY eess.SY 57%

Actively Learning Reinforcement Learning: A Stochastic Optimal Control Approach

Mohammad S. Ramadan, Mahmoud A. Hayajnh, Michael T. Tolley, Kyriakos G. Vamvoudakis

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2402.10064 2024-09-05 cs.DC cs.LG 57%

Navigating the Maize: Cyclic and conditional computational graphs for molecular simulation

Thomas Löhr, Michele Assante, Michael Dodds, Lili Cao, Mikhail Kabeshov, Jon-Paul Janet, Marco Klähn, Ola Engkvist

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

2005.05535 2024-09-04 cs.CV cs.LG cs.MM eess.IV 57%

DeepFaceLab: Integrated, flexible and extensible face-swapping framework

Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang

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

2402.00071 2024-08-27 cs.LG cond-mat.mtrl-sci 57%

Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy

Boris N. Slautin, Yongtao Liu, Hiroshi Funakubo, Sergei V. Kalinin

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

Comments 24 pages, 11 figures

2408.12655 2024-08-26 cs.LG cs.HC 57%

Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection

Mirabel Reid, Christine Sweeney, Oleg Korobkin

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

Comments 14 pages, 9 figures

2403.01564 2024-08-22 cs.RO cs.AI cs.SY eess.SY 57%

ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates

Gokul Puthumanaillam, Manav Vora, Melkior Ornik

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments * Equal contribution

2408.09562 2024-08-20 quant-ph cs.CR cs.LG 57%

Security Concerns in Quantum Machine Learning as a Service

Satwik Kundu, Swaroop Ghosh

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

Comments 9 pages, 3 figures

2404.12309 2024-08-20 cs.CV cs.IR cs.LG 57%

iRAG: Advancing RAG for Videos with an Incremental Approach

Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, Srimat Chakradhar

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

Comments Accepted in CIKM 2024

2408.08637 2024-08-19 cs.AI math.OC 57%

Magazine Supply Optimization: a Case-study

Duong Nguyen, Ana Ulianovici, Sami Achour, Soline Aubry, Nicolas Chesneau

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

2405.09314 2024-08-19 cs.SE 57%

Themis: Automatic and Efficient Deep Learning System Testing with Strong Fault Detection Capability

Dong Huang, Tsz On Li, Xiaofei Xie, Heming Cui

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

Comments Camera-ready version for ISSRE 2024

1. 工作流自动化 10469 篇

Scalable Cloud-Native Pipeline for Efficient 3D Model Reconstruction from Monocular Smartphone Images

CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation

Data Analysis in the Era of Generative AI

Model-Free versus Model-Based Reinforcement Learning for Fixed-Wing UAV Attitude Control Under Varying Wind Conditions

Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering

Steward: Natural Language Web Automation

Good modelling software practices

Machine Learning for Analyzing Atomic Force Microscopy (AFM) Images Generated from Polymer Blends

Score-Based Multibeam Point Cloud Denoising

Enhancing Agricultural Environment Perception via Active Vision and Zero-Shot Learning

Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images

Navigating Process Mining: A Case study using pm4py

From Latent to Engine Manifolds: Analyzing ImageBind's Multimodal Embedding Space

Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting

Dual Convexified Convolutional Neural Networks

AutoIRT: Calibrating Item Response Theory Models with Automated Machine Learning

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning

DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection

Thinking Outside the BBox: Unconstrained Generative Object Compositing

Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation

Actively Learning Reinforcement Learning: A Stochastic Optimal Control Approach

Navigating the Maize: Cyclic and conditional computational graphs for molecular simulation

DeepFaceLab: Integrated, flexible and extensible face-swapping framework

Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy

Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection

ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates

Security Concerns in Quantum Machine Learning as a Service

iRAG: Advancing RAG for Videos with an Incremental Approach

Magazine Supply Optimization: a Case-study

Themis: Automatic and Efficient Deep Learning System Testing with Strong Fault Detection Capability