AI Agent

Priors in Bayesian Deep Learning: A Review

Vincent Fortuin

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

CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection in Medical Imaging AI

Arjun Soin, Jameson Merkow, Jin Long, Joseph Paul Cohen, Smitha Saligrama, Stephen Kaiser, Steven Borg, Ivan Tarapov, Matthew P Lungren

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

Comments Added code url

Sound Development of Safety Supervisors

Mario Gleirscher, Lukas Plecher, Jan Peleska

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

Comments 18 pages, 8 figures, 1 table

Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling

Samuel J. Jackson, Yufu Niu, Sojwal Manoorkar, Peyman Mostaghimi, Ryan T. Armstrong

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

Comments 21 pages, 9 figures

Towards Automated Video Game Testing: Still a Long Way to Go

Cristiano Politowski, Yann-Gaël Guéhéneuc, Fabio Petrillo

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

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks

Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang

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

Automated Scoring System of HER2 in Pathological Images under the Microscope

Zichen Zhang, Lang Wang, Shuhao Wang

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

Faking feature importance: A cautionary tale on the use of differentially-private synthetic data

Oscar Giles, Kasra Hosseini, Grigorios Mingas, Oliver Strickson, Louise Bowler, Camila Rangel Smith, Harrison Wilde, Jen Ning Lim, Bilal Mateen, Kasun Amarasinghe, Rayid Ghani, Alison Heppenstall, Nik Lomax, Nick Malleson, Martin O'Reilly, Sebastian Vollmerteke

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

Comments 27 pages, 8 figures

Arline Benchmarks: Automated Benchmarking Platform for Quantum Compilers

Y. Kharkov, A. Ivanova, E. Mikhantiev, A. Kotelnikov

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

Comments 27 pages, 20 figures

RL-PGO: Reinforcement Learning-based Planar Pose-Graph Optimization

Nikolaos Kourtzanidis, Sajad Saeedi

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Surrogate Model For Field Optimization Using Beta-VAE Based Regression

Ajitabh Kumar

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

Who Are the Best Adopters? User Selection Model for Free Trial Item Promotion

Shiqi Wang, Chongming Gao, Min Gao, Junliang Yu, Zongwei Wang, Hongzhi Yin

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 12 pages, 7 figures

Exploring the Effects of AI-assisted Emotional Support Processes in Online Mental Health Community

Donghoon Shin, Subeen Park, Esther Hehsun Kim, Soomin Kim, Jinwook Seo, Hwajung Hong

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

Comments Accepted at CHI 2022 (Late-Breaking Work)

Combining Node-RED and Openwhisk for Pattern-based Development and Execution of Complex FaaS Workflows

George Kousiouris, Szymon Ambroziak, Domenico Costantino, Stylianos Tsarsitalidis, Evangelos Boutas, Alessandro Mamelli, Teta Stamati

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

Learning Patterns in Imaginary Vowels for an Intelligent Brain Computer Interface (BCI) Design

Parisa Ghane, Gahangir Hossain

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

A Review of Topological Data Analysis for Cybersecurity

Thomas Davies

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

Comments v1

vue4logs -- Automatic Structuring of Heterogeneous Computer System Logs

Isuru Boyagane, Oshadha Katulanda, Surangika Ranathunga, Srinath Perera

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

Audio Defect Detection in Music with Deep Networks

Daniel Wolff, Rémi Mignot, Axel Roebel

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

Comments 6 pages

Journal ref Proceedings of the 22nd International Society for Music Information Retrieval Conference, Online, 2021

Stakeholder utility measures for declarative processes and their use in process comparisons

Mark Dukes

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

A Machine Learning Approach for Material Type Logging and Chemical Assaying from Autonomous Measure-While-Drilling (MWD) Data

Rami N Khushaba, Arman Melkumyan, Andrew J Hill

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

Comments 29 pages, 19 figures, mathematical geosciences, Rio Tinto Centre for Mine Automation

Journal ref Mathematical Geosciences (2021)

Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach

Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

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

Comments Accepted for publication in ICLR 2022; https://openreview.net/forum?id=6kCiVaoQdx9

Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture: a DRL Method

Peiying Zhang, Chao Wang, Neeraj Kumar, Lei Liu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval

Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan Coffee, Naoufal Layad, Jana Thayer, Ryan Herbst, ChunHong Yoon, Ian Foster

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

Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks

Mitchell Daneker, Zhen Zhang, George Em Karniadakis, Lu Lu

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

Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems

Miguel Suau, Jinke He, Matthijs T. J. Spaan, Frans A. Oliehoek

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

Compiler-Driven Simulation of Reconfigurable Hardware Accelerators

Zhijing Li, Yuwei Ye, Stephen Neuendorffer, Adrian Sampso

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

Semantic of Cloud Computing services for Time Series workflows

Manuel Parra-Royón, Francisco Baldan, Ghislain Atemezing, J. M. Benitez

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

Comments 11 pages, 12 figures

Towards Greener Applications: Enabling Sustainable Cloud Native Applications Design

Monica Vitali

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

Comments submitted to CAiSE2022

Deep Learning-Accelerated 3D Carbon Storage Reservoir Pressure Forecasting Based on Data Assimilation Using Surface Displacement from InSAR

Hewei Tang, Pengcheng Fu, Honggeun Jo, Su Jiang, Christopher S. Sherman, François Hamon, Nicholas A. Azzolina, Joseph P. Morris

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

Time Limits in Reinforcement Learning

Fabio Pardo, Arash Tavakoli, Vitaly Levdik, Petar Kormushev

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments ICML 2018, NIPS 2017 Deep RL Symposium, code and videos: https://sites.google.com/view/time-limits-in-rl

Journal ref PMLR 80: 4042-4051 (2018)