AI Agent

All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning

Can Cui, Ruining Deng, Quan Liu, Tianyuan Yao, Shunxing Bao, Lucas W. Remedios, Yucheng Tang, Yuankai Huo

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

Safe and Efficient Reinforcement Learning Using Disturbance-Observer-Based Control Barrier Functions

Yikun Cheng, Pan Zhao, Naira Hovakimyan

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?

Quanjun Zhang, Chunrong Fang, Bowen Yu, Weisong Sun, Tongke Zhang, Zhenyu Chen

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

Comments Accepted to IEEE Transactions on Dependable and Secure Computing 2023 (TDSC'23)

Data-driven Models to Anticipate Critical Voltage Events in Power Systems

Fabrizio De Caro, Adam J. Collin, Alfredo Vaccaro

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

Comments In proceedings of the 11th Bulk Power Systems Dynamics and Control Symposium (IREP 2022), July 25-30, 2022, Banff, Canada

Learning Computational Efficient Bots with Costly Features

Anthony Kobanda, Valliappan C. A., Joshua Romoff, Ludovic Denoyer

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

AI Art in Architecture

Joern Ploennigs, Markus Berger

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

Journal ref AI Civ. Eng. 2, 8 (2023)

An Autoethnographic Exploration of XAI in Algorithmic Composition

Ashley Noel-Hirst, Nick Bryan-Kinns

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

Proposing a Dynamic Executive Microservices Architecture Model for AI Systems

Mahyar Karimi, Ahmad Abdollahzadeh Barfroush

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

Comments 7 pages, 4 figures, 3 tables, conference

More Than Meets the Eye: Analyzing Anesthesiologists' Visual Attention in the Operating Room Using Deep Learning Models

Sapir Gershov, Fadi Mahameed, Aeyal Raz, Shlomi Laufer

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

Comments Submitted to MICCAI Aml4HC 2023

Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission

Davi M. Febba, Kevin R. Talley, Kendal Johnson, Stephen Schaefer, Sage R. Bauers, John S. Mangum, Rebecca W. Smaha, Andriy Zakutayev

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

Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error

Jie Peng, Weiyu Li, Qing Ling

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores

Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Gilberto Ochoa-Ruiz, Miguel Gonzalez-Mendoza, Christian Mata

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

Comments Article accepted at Cancer Prevention through early detecTion (CaPtTion) workshop at MICCAI 2023

Fast conformational clustering of extensive molecular dynamics simulation data

Simon Hunkler, Kay Diederichs, Oleksandra Kukharenko, Christine Peter

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

Journal ref J. Chem. Phys. 158, 144109 (2023)

Facilitating Sim-to-real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation

Ram Dershan, Amir M. Soufi Enayati, Zengjie Zhang, Dean Richert, Homayoun Najjaran

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Towards the Development of an Uncertainty Quantification Protocol for the Natural Gas Industry

Babajide Kolade

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

Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control

Runze Lin, Yangyang Luo, Xialai Wu, Junghui Chen, Biao Huang, Lei Xie, Hongye Su

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Mining Reviews in Open Source Code for Developers Trail: A Process Mining Approach

Patrick Mukala

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

Comments 9 pages

A Composable Just-In-Time Programming Framework with LLMs and FBP

Andy Vidan, Lars H. Fiedler

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

Comments 9 pages

Towards Safer Self-Driving Through Great PAIN (Physically Adversarial Intelligent Networks)

Piyush Gupta, Demetris Coleman, Joshua E. Siegel

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

regulAS: A Bioinformatics Tool for the Integrative Analysis of Alternative Splicing Regulome using RNA-Seq data

Sofya Lipnitskaya

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

Comments Technical report

Deployment of Image Analysis Algorithms under Prevalence Shifts

Patrick Godau, Piotr Kalinowski, Evangelia Christodoulou, Annika Reinke, Minu Tizabi, Luciana Ferrer, Paul Jäger, Lena Maier-Hein

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

Identifying Relevant Features of CSE-CIC-IDS2018 Dataset for the Development of an Intrusion Detection System

László Göcs, Zsolt Csaba Johanyák

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

Comments 24 pages

GUIDO: A Hybrid Approach to Guideline Discovery & Ordering from Natural Language Texts

Nils Freyer, Dustin Thewes, Matthias Meinecke

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

Comments Preprint of the short paper presented at the 12th International Conference on Data Science, Technology and Applications

Journal ref Proceedings of the 12th International Conference on Data Science, Technology and Applications DATA - Volume 1, 335-342, 2023 , Rome, Italy

Chit-Chat or Deep Talk: Prompt Engineering for Process Mining

Urszula Jessen, Michal Sroka, Dirk Fahland

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 11 pages, 3 figures

Adaptive Bias Correction for Improved Subseasonal Forecasting

Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler, Judah Cohen, Miruna Oprescu, Ernest Fraenkel, Lester Mackey

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

Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO$_2$ Plumes via Deep Learning

Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price

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

Scale bridging materials physics: Active learning workflows and integrable deep neural networks for free energy function representations in alloys

Gregory Teichert, Anirudh Natarajan, Anton Van der Ven, Krishna Garikipati

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

Visual Explanations with Attributions and Counterfactuals on Time Series Classification

Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady

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

Comments 14 pages, 6 figures, submitted to IEEE TVCG in December

Testing Sparsity Assumptions in Bayesian Networks

Luke Duttweiler, Sally W. Thurston, Anthony Almudevar

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

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis

Xiaoyi Ji, Richard Salmon, Nita Mulliqi, Umair Khan, Yinxi Wang, Anders Blilie, Henrik Olsson, Bodil Ginnerup Pedersen, Karina Dalsgaard Sørensen, Benedicte Parm Ulhøi, Svein R Kjosavik, Emilius AM Janssen, Mattias Rantalainen, Lars Egevad, Pekka Ruusuvuori, Martin Eklund, Kimmo Kartasalo

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