AI Agent - arXivDaily 专题

2102.05691 2022-11-30 cs.LG cs.IR 57%

Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden

Jonathan A. Handler, Craig F. Feied, Michael T. Gillam

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

Comments 12 pages, 5 figures, 10 tables

Journal ref IEEE Journal of Biomedical and Health Informatics ( Volume: 26, Issue: 10, October 2022)

2211.13465 2022-11-28 cs.CV cs.AI 57%

On the Importance of Image Encoding in Automated Chest X-Ray Report Generation

Otabek Nazarov, Mohammad Yaqub, Karthik Nandakumar

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

Journal ref The British Machine Vision Conference, 2022

2211.13287 2022-11-28 cs.CV cs.AI 57%

HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising

Mohammad Amin Shabani, Sepidehsadat Hosseini, Yasutaka Furukawa

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

2211.11880 2022-11-23 cs.LG 57%

Addressing Mistake Severity in Neural Networks with Semantic Knowledge

Natalie Abreu, Nathan Vaska, Victoria Helus

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2211.10388 2022-11-21 eess.IV cs.LG eess.SP physics.med-ph 57%

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

Wenjun Xia, Wenxiang Cong, Ge Wang

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

2211.07280 2022-11-15 cs.AI cs.CY 57%

A taxonomic system for failure cause analysis of open source AI incidents

Nikiforos Pittaras, Sean McGregor

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

2205.07516 2022-11-15 physics.med-ph cs.LG 57%

The use of deep learning in interventional radiotherapy (brachytherapy): a review with a focus on open source and open data

Tobias Fechter, Ilias Sachpazidis, Dimos Baltas

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

Comments 31 pages, submitted to "Zeitschrift für Medizinische Physik"

2202.07065 2022-11-15 cs.AI 57%

Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data

Maciej K Wozniak, Samvel Mkhitaryan, Philippe j. Giabbanelli

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2211.06239 2022-11-14 cs.LG stat.AP 57%

A monitoring framework for deployed machine learning models with supply chain examples

Bradley Eck, Duygu Kabakci-Zorlu, Yan Chen, France Savard, Xiaowei Bao

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

Comments 8 pages, 9 figures, IEEE Big Data 2022

2211.03136 2022-11-08 cs.LG 57%

Design Process is a Reinforcement Learning Problem

Reza kakooee, Benjamin Dillunberger

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

2211.02720 2022-11-08 cs.LG 57%

Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks

Ryien Hosseini, Filippo Simini, Austin Clyde, Arvind Ramanathan

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

Comments Published as workshop paper at NeurIPS 2022 (AI for Science)

2110.14904 2022-11-04 cs.AR cs.AI 57%

MERCURY: Accelerating DNN Training By Exploiting Input Similarity

Vahid Janfaza, Kevin Weston, Moein Razavi, Shantanu Mandal, Farabi Mahmud, Alex Hilty, Abdullah Muzahid

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

Comments 13 pages, 18 figures, 4 tables

2211.01256 2022-11-03 cs.CV cs.LG 57%

An Aggregation of Aggregation Methods in Computational Pathology

Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir Rajpoot

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

Comments 32 pages, 4 figures

2211.00942 2022-11-03 cs.LG 57%

Model-based Reinforcement Learning with a Hamiltonian Canonical ODE Network

Yao Feng, Yuhong Jiang, Hang Su, Dong Yan, Jun Zhu

专题命中工作流自动化：agent(abstract)；分类 cs.LG

2206.08439 2022-11-03 eess.IV cs.CV cs.LG 57%

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology

Cheng Jiang, Asadur Chowdury, Xinhai Hou, Akhil Kondepudi, Christian W. Freudiger, Kyle Conway, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd C. Hollon

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

Comments Neural Information Processing Systems (NeurIPS) 2022 Datasets and Benchmarks Track

2203.00520 2022-11-03 physics.comp-ph cs.LG hep-ex hep-ph 57%

Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders

Mary Touranakou, Nadezda Chernyavskaya, Javier Duarte, Dimitrios Gunopulos, Raghav Kansal, Breno Orzari, Maurizio Pierini, Thiago Tomei, Jean-Roch Vlimant

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

Comments 11 pages, 8 figures

Journal ref Mach. Learn.: Sci. Technol. 3, 035003 (2022)

2210.12415 2022-11-01 cs.LG cs.DC 57%

ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations

Zhiying Xu, Jiafan Xu, Hongding Peng, Wei Wang, Xiaoliang Wang, Haoran Wan, Haipeng Dai, Yixu Xu, Hao Cheng, Kun Wang, Guihai Chen

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

2208.13848 2022-11-01 cs.AI cs.RO 57%

ProspectNet: Weighted Conditional Attention for Future Interaction Modeling in Behavior Prediction

Yutian Pang, Zehua Guo, Binnan Zhuang

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2210.16175 2022-10-31 cs.GT cs.AI 57%

Game-Theoretical Perspectives on Active Equilibria: A Preferred Solution Concept over Nash Equilibria

Dong-Ki Kim, Matthew Riemer, Miao Liu, Jakob N. Foerster, Gerald Tesauro, Jonathan P. How

专题命中工作流自动化：agent(abstract)；分类 cs.AI

2112.02513 2022-10-31 cs.AI 57%

Intention Recognition for Multiple Agents

Zhang Zhang, Yifeng Zeng, Yinghui Pan

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 17pages, 30figures, 1 table, 2 algorithms, journal

2208.02369 2022-10-26 cs.AI cs.CR cs.NE 57%

Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

Soumyadeep Hore, Ankit Shah, Nathaniel D. Bastian

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 12 pages, 3 figures

2207.07260 2022-10-25 cs.LG cs.HC 57%

Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles

Mengjiao Han, Tushar M. Athawale, David Pugmire, Chris R. Johnson

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

Comments 5 pages, IEEE Vis 2022 Short Paper

2203.01382 2022-10-25 cs.LG stat.ML 57%

Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming

Cheng-Yu Hsieh, Jieyu Zhang, Alexander Ratner

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

Comments To appear in PVLDB 2022

Journal ref Proceedings of the VLDB Endowment, 15(13): 4093 - 4105, 2022

2206.01666 2022-10-21 math.OC cs.LG 57%

Algorithm for Constrained Markov Decision Process with Linear Convergence

Egor Gladin, Maksim Lavrik-Karmazin, Karina Zainullina, Varvara Rudenko, Alexander Gasnikov, Martin Takáč

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 27 pages, 2 figures, 3 tables. Improved presentation of the material, added a table with results, stated contributions more clearly, changed article template

2201.11443 2022-10-21 cs.CL 57%

Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

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

Comments Accepted at Findings of EMNLP 2022

2205.12035 2022-10-18 cs.CL 57%

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder

Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao

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

Comments Accepted to EMNLP 2022

2105.14713 2022-10-18 cs.CV cs.AI 57%

1xN Pattern for Pruning Convolutional Neural Networks

Mingbao Lin, Yuxin Zhang, Yuchao Li, Bohong Chen, Fei Chao, Mengdi Wang, Shen Li, Yonghong Tian, Rongrong Ji

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

Comments Accepted by IEEE TPAMI, 2022

2210.07973 2022-10-17 cs.CV cs.AI 57%

Wild Animal Classifier Using CNN

Sahil Faizal, Sanjay Sundaresan

专题命中工作流自动化：agent(abstract)；分类 cs.AI

Comments 7 pages, 6 figures

Journal ref IJARSCT, Volume 2, Issue 1, September 2022

2204.13906 2022-10-13 cs.RO cs.LG 57%

Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery

Daesol Cho, Jigang Kim, H. Jin Kim

专题命中工作流自动化：agent(abstract)；分类 cs.LG

Comments 8 pages, 9 figures; accepted for publication in the IEEE Robotics and Automation Letters (RA-L); supplementary video available at https://www.youtube.com/watch?v=bF3Y4WXfM7c&t=9s

Journal ref IEEE Robotics and Automation Letters 7 (2022) 7455-7462

2105.06998 2022-10-12 cs.LG 57%

A causal learning framework for the analysis and interpretation of COVID-19 clinical data

Elisa Ferrari, Luna Gargani, Greta Barbieri, Lorenzo Ghiadoni, Francesco Faita, Davide Bacciu

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

1. 工作流自动化 10514 篇

Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden

On the Importance of Image Encoding in Automated Chest X-Ray Report Generation

HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising

Addressing Mistake Severity in Neural Networks with Semantic Knowledge

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

A taxonomic system for failure cause analysis of open source AI incidents

The use of deep learning in interventional radiotherapy (brachytherapy): a review with a focus on open source and open data

Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data

A monitoring framework for deployed machine learning models with supply chain examples

Design Process is a Reinforcement Learning Problem

Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks

MERCURY: Accelerating DNN Training By Exploiting Input Similarity

An Aggregation of Aggregation Methods in Computational Pathology

Model-based Reinforcement Learning with a Hamiltonian Canonical ODE Network

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology

Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders

ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations

ProspectNet: Weighted Conditional Attention for Future Interaction Modeling in Behavior Prediction

Game-Theoretical Perspectives on Active Equilibria: A Preferred Solution Concept over Nash Equilibria

Intention Recognition for Multiple Agents

Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles

Nemo: Guiding and Contextualizing Weak Supervision for Interactive Data Programming

Algorithm for Constrained Markov Decision Process with Linear Convergence

Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder

1xN Pattern for Pruning Convolutional Neural Networks

Wild Animal Classifier Using CNN

Unsupervised Reinforcement Learning for Transferable Manipulation Skill Discovery

A causal learning framework for the analysis and interpretation of COVID-19 clinical data