AI Agent - arXivDaily 专题

2411.01750 2024-11-05 cs.LG eess.SP 57%

Show, Don't Tell: Learning Reward Machines from Demonstrations for Reinforcement Learning-Based Cardiac Pacemaker Synthesis

John Komp, Dananjay Srinivas, Maria Pacheco, Ashutosh Trivedi

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 8 pages, 3 page appendix

2411.00867 2024-11-05 cs.LG 57%

Mechanistic Interpretability of Reinforcement Learning Agents

Tristan Trim, Triston Grayston

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2411.00609 2024-11-04 eess.IV cs.CV cs.LG 57%

Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis

Sara Ketabi, Matthias W. Wagner, Cynthia Hawkins, Uri Tabori, Birgit Betina Ertl-Wagner, Farzad Khalvati

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

2411.00217 2024-11-04 cs.CR cs.AI cs.GT 57%

ADAPT: A Game-Theoretic and Neuro-Symbolic Framework for Automated Distributed Adaptive Penetration Testing

Haozhe Lei, Yunfei Ge, Quanyan Zhu

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

2411.00196 2024-11-04 cs.CV cs.AI 57%

Whole-Herd Elephant Pose Estimation from Drone Data for Collective Behavior Analysis

Brody McNutt, Libby Zhang, Angus Carey-Douglas, Fritz Vollrath, Frank Pope, Leandra Brickson

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

Comments Accepted to CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling Workshop in conjunction with Computer Vision and Pattern Recognition 2024

2410.23419 2024-11-01 cs.LG 57%

Stepping Out of the Shadows: Reinforcement Learning in Shadow Mode

Philipp Gassert, Matthias Althoff

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2109.12111 2024-10-28 cs.LG 57%

Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach

Zhaoyi Xu, Yanjie Guo, Joseph Homer Saleh

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

Comments This work has been submitted to the IEEE for possible publication. arXiv admin note: text overlap with arXiv:2109.11579

2410.14719 2024-10-28 physics.chem-ph cs.LG physics.comp-ph q-bio.BM 57%

A Transformer Based Generative Chemical Language AI Model for Structural Elucidation of Organic Compounds

Xiaofeng Tan

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

Comments 35 pages

2402.01469 2024-10-28 cs.CL 57%

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

Jian Guan, Wei Wu, Zujie Wen, Peng Xu, Hongning Wang, Minlie Huang

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments NeurIPS 2024

2310.02032 2024-10-25 cs.LG cs.HC 57%

aSAGA: Automatic Sleep Analysis with Gray Areas

Matias Rusanen, Gabriel Jouan, Riku Huttunen, Sami Nikkonen, Sigríður Sigurðardóttir, Juha Töyräs, Brett Duce, Sami Myllymaa, Erna Sif Arnardottir, Timo Leppänen, Anna Sigridur Islind, Samu Kainulainen, Henri Korkalainen

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

2410.17273 2024-10-24 cs.CY cs.HC cs.LG 57%

Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science

Ziwei Dong, Ameya Patil, Yuichi Shoda, Leilani Battle, Emily Wall

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

Comments 23 pages, 4 figures, to be published in CSCW 2025

2402.17704 2024-10-23 q-bio.QM cs.LG stat.ML 57%

Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays

Ruby Sedgwick, John P. Goertz, Molly M. Stevens, Ruth Misener, Mark van der Wilk

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

2410.15770 2024-10-22 cs.AI 57%

A roadmap for generative mapping: unlocking the power of generative AI for map-making

Sidi Wu, Katharina Henggeler, Yizi Chen, Lorenz Hurni

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

2410.08551 2024-10-18 cs.CV cs.AI 57%

Context-Aware Full Body Anonymization using Text-to-Image Diffusion Models

Pascal Zwick, Kevin Roesch, Marvin Klemp, Oliver Bringmann

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

2410.11967 2024-10-17 cs.CV cs.LG 57%

Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification

Reddy Mandati, Vladyslav Anderson, Po-chen Chen, Ankush Agarwal, Tatjana Dokic, David Barnard, Michael Finn, Jesse Cromer, Andrew Mccauley, Clay Tutaj, Neha Dave, Bobby Besharati, Jamie Barnett, Timothy Krall

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

2410.11820 2024-10-16 cs.LG 57%

Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws

Yiding Jiang, Allan Zhou, Zhili Feng, Sadhika Malladi, J. Zico Kolter

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

Comments 21 pages, 10 figures

2410.10509 2024-10-15 cs.CV cs.LG 57%

Artificial Intelligence-Based Triaging of Cutaneous Melanocytic Lesions

Ruben T. Lucassen, Nikolas Stathonikos, Gerben E. Breimer, Mitko Veta, Willeke A. M. Blokx

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

Comments 14 pages, 6 figures

2402.01510 2024-10-14 cs.CL 57%

A Hybrid Strategy for Chat Transcript Summarization

Pratik K. Biswas

专题命中工作流自动化：agent(abstract)；分类 cs.CL

Comments Journal Paper (13 Pages, 8 Figures, 4 Tables). arXiv admin note: text overlap with arXiv:2103.10599

Journal ref IEEE Access, October 2024

2410.05839 2024-10-10 cs.AI cs.DB 57%

Bottom-up Anytime Discovery of Generalised Multimodal Graph Patterns for Knowledge Graphs

Xander Wilcke, Rick Mourits, Auke Rijpma, Richard Zijdeman

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

2410.05334 2024-10-10 cs.CR cs.LG 57%

TA3: Testing Against Adversarial Attacks on Machine Learning Models

Yuanzhe Jin, Min Chen

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

2312.00324 2024-10-08 cs.SE 57%

Machine Learning for Actionable Warning Identification: A Comprehensive Survey

Xiuting Ge, Chunrong Fang, Xuanye Li, Weisong Sun, Daoyuan Wu, Juan Zhai, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen

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

Comments Accepted by CSUR

2410.03390 2024-10-07 cs.CV cs.LG 57%

Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning

Nils Lehmann, Jakob Gawlikowski, Adam J. Stewart, Vytautas Jancauskas, Stefan Depeweg, Eric Nalisnick, Nina Maria Gottschling

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

Comments 10 pages, 8 figures

2409.01241 2024-10-07 cs.RO cs.AI cs.OS 57%

CyberCortex.AI: An AI-based Operating System for Autonomous Robotics and Complex Automation

Sorin Grigorescu, Mihai Zaha

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

Journal ref Journal of Field Robotics, August 2024, pp. 1-19

2410.01731 2024-10-03 cs.CV cs.CL cs.GR 57%

ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation

Rinon Gal, Adi Haviv, Yuval Alaluf, Amit H. Bermano, Daniel Cohen-Or, Gal Chechik

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

Comments Project website: https://comfygen-paper.github.io/

2410.01657 2024-10-03 cs.DC cs.LG physics.comp-ph 57%

Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling

Shivam Barwey, Riccardo Balin, Bethany Lusch, Saumil Patel, Ramesh Balakrishnan, Pinaki Pal, Romit Maulik, Venkatram Vishwanath

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

2410.01111 2024-10-03 cs.AI cs.RO 57%

Learning to Build by Building Your Own Instructions

Aaron Walsman, Muru Zhang, Adam Fishman, Ali Farhadi, Dieter Fox

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2204.11970 2024-10-03 eess.IV cs.CV cs.IR cs.LG 57%

Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System

Tobias Schlosser, Frederik Beuth, Trixy Meyer, Arunodhayan Sampath Kumar, Gabriel Stolze, Olga Furashova, Katrin Engelmann, Danny Kowerko

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

Comments Accepted for: Scientific Reports

2410.00386 2024-10-02 cs.CV cs.LG 57%

Seamless Augmented Reality Integration in Arthroscopy: A Pipeline for Articular Reconstruction and Guidance

Hongchao Shu, Mingxu Liu, Lalithkumar Seenivasan, Suxi Gu, Ping-Cheng Ku, Jonathan Knopf, Russell Taylor, Mathias Unberath

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

Comments 8 pages, with 2 additional pages as the supplementary. Accepted by AE-CAI 2024

2406.06841 2024-10-02 cs.LG q-bio.QM 57%

CompassDock: Comprehensive Accurate Assessment Approach for Deep Learning-Based Molecular Docking in Inference and Fine-Tuning

Ahmet Sarigun, Vedran Franke, Bora Uyar, Altuna Akalin

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

2409.20192 2024-10-01 cs.HC cs.AI 57%

Factory Operators' Perspectives on Cognitive Assistants for Knowledge Sharing: Challenges, Risks, and Impact on Work

Samuel Kernan Freire, Tianhao He, Chaofan Wang, Evangelos Niforatos, Alessandro Bozzon

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

Comments 32 pages, 6 figures, 2 tables, under review

1. 工作流自动化 10469 篇

Show, Don't Tell: Learning Reward Machines from Demonstrations for Reinforcement Learning-Based Cardiac Pacemaker Synthesis

Mechanistic Interpretability of Reinforcement Learning Agents

Tumor Location-weighted MRI-Report Contrastive Learning: A Framework for Improving the Explainability of Pediatric Brain Tumor Diagnosis

ADAPT: A Game-Theoretic and Neuro-Symbolic Framework for Automated Distributed Adaptive Penetration Testing

Whole-Herd Elephant Pose Estimation from Drone Data for Collective Behavior Analysis

Stepping Out of the Shadows: Reinforcement Learning in Shadow Mode

Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach

A Transformer Based Generative Chemical Language AI Model for Structural Elucidation of Organic Compounds

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback

aSAGA: Automatic Sleep Analysis with Gray Areas

Behavior Matters: An Alternative Perspective on Promoting Responsible Data Science

Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays

A roadmap for generative mapping: unlocking the power of generative AI for map-making

Context-Aware Full Body Anonymization using Text-to-Image Diffusion Models

Integrating Artificial Intelligence Models and Synthetic Image Data for Enhanced Asset Inspection and Defect Identification

Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws

Artificial Intelligence-Based Triaging of Cutaneous Melanocytic Lesions

A Hybrid Strategy for Chat Transcript Summarization

Bottom-up Anytime Discovery of Generalised Multimodal Graph Patterns for Knowledge Graphs

TA3: Testing Against Adversarial Attacks on Machine Learning Models

Machine Learning for Actionable Warning Identification: A Comprehensive Survey

Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning

CyberCortex.AI: An AI-based Operating System for Autonomous Robotics and Complex Automation

ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation

Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling

Learning to Build by Building Your Own Instructions

Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System

Seamless Augmented Reality Integration in Arthroscopy: A Pipeline for Articular Reconstruction and Guidance

CompassDock: Comprehensive Accurate Assessment Approach for Deep Learning-Based Molecular Docking in Inference and Fine-Tuning

Factory Operators' Perspectives on Cognitive Assistants for Knowledge Sharing: Challenges, Risks, and Impact on Work