AI Agent - arXivDaily 专题

2112.00885 2022-10-19 cs.LG cs.AI 62%

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

Archana Bura, Aria HasanzadeZonuzy, Dileep Kalathil, Srinivas Shakkottai, Jean-Francois Chamberland

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

Comments Accepted to NeurIPS 2022

2210.08979 2022-10-18 eess.IV cs.AI cs.CV cs.HC cs.LG 62%

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

Yuzhe Lu, Adam Perer

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

2210.08685 2022-10-18 cs.LG cs.AI stat.AP 62%

GeoThermalCloud: Machine Learning for Geothermal Resource Exploration

Maruti K. Mudunuru, Velimir V. Vesselinov, Bulbul Ahmmed

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

Comments 24 pages, 7 figures

2210.08011 2022-10-18 cs.LG cs.AI 62%

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems

Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz

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

Comments accepted at phme 2022

2210.06155 2022-10-17 cs.CL cs.AI 62%

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

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

Comments Accepted to EMNLP 2022 (Findings)

2210.01234 2022-10-05 cs.LG cs.AI cs.CV 62%

Optimizing Data Collection for Machine Learning

Rafid Mahmood, James Lucas, Jose M. Alvarez, Sanja Fidler, Marc T. Law

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

Comments Accepted to NeurIPS 2022

2209.13975 2022-09-29 cs.LG cs.AI 62%

Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications

K. Dmitriev, J. Schumann, F. Holzapfel

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

Journal ref 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 2021, pp. 1-7

2209.11453 2022-09-26 cs.SE cs.LG 62%

A Preliminary Investigation of MLOps Practices in GitHub

Fabio Calefato, Filippo Lanubile, Luigi Quaranta

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

Comments Presented at ESEM '22, the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement

Journal ref Proceedings of the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2022), September 2022, Pages 283-288

2209.10369 2022-09-22 physics.comp-ph cs.AI cs.CE cs.LG physics.app-ph 62%

Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems

Monika Stipsitz, Helios Sanchis-Alepuz

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

2209.10055 2022-09-22 cs.LG cs.AI cs.NE 62%

Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games

Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, Ran Cheng

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

2209.09007 2022-09-20 cs.LG cs.AI cs.NE cs.RO 62%

Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents

Arhum Ishtiaq, Maheen Anees, Sara Mahmood, Neha Jafry

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

2209.07407 2022-09-16 cs.NE cs.AI cs.LG cs.RO physics.bio-ph physics.flu-dyn 62%

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

Chaojie Mo, Xin Bian

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

2112.14466 2022-09-12 cs.AI cs.LG stat.ML 62%

Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

Kacper Sokol, Peter Flach

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

2209.02112 2022-09-07 cs.LG cs.AI 62%

Class-Incremental Learning via Knowledge Amalgamation

Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Yajuan San

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

Comments Paper accepted at ECML PKDD 2022

2209.02010 2022-09-07 cs.RO cs.AI cs.LG 62%

On the Origins of Self-Modeling

Robert Kwiatkowski, Yuhang Hu, Boyuan Chen, Hod Lipson

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

Comments arXiv admin note: substantial text overlap with arXiv:1910.01994

2208.12637 2022-09-01 cs.CY cs.AI cs.CV cs.LG 62%

TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine

Fabiano Pereira de Oliveira, Christiane Gresse von Wangenheim, Jean C. R. Hauck

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

Comments 7 pages

2204.07372 2022-08-23 cs.CL cs.LG 62%

A Personalized Dialogue Generator with Implicit User Persona Detection

Itsugun Cho, Dongyang Wang, Ryota Takahashi, Hiroaki Saito

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

Comments 9 pages, 7 figures, Accepted by Coling2022

2201.09058 2022-08-23 q-fin.TR cs.AI cs.LG 62%

DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities

Shuo Sun, Wanqi Xue, Rundong Wang, Xu He, Junlei Zhu, Jian Li, Bo An

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

2208.07852 2022-08-17 cs.CL cs.HC cs.LG 62%

Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, Alexander M. Rush

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

Comments 9 pages content, 2 pages references

2208.02811 2022-08-05 cs.SE cs.AI cs.NE 62%

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software

Aymeric Blot, Justyna Petke

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

Comments 19 pages

2207.12186 2022-08-05 cs.LG cs.AI cs.CV 62%

On the Learnability of Physical Concepts: Can a Neural Network Understand What's Real?

Alessandro Achille, Stefano Soatto

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

2208.02030 2022-08-04 cs.SE cs.LG 62%

BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration

Laurens Martin Tetzlaff

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

Comments 105 pages 3 tables 33 figures

2207.11547 2022-07-26 q-bio.BM cs.AI cs.LG 62%

A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases

Song Li, Song Ke, Chenxing Yang, Jun Chen, Yi Xiong, Lirong Zheng, Hao Liu, Liang Hong

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

2207.10648 2022-07-22 cs.CL cs.AI 62%

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language

Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy

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

2202.01094 2022-07-13 eess.AS cs.CL cs.LG cs.SD 62%

RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

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

Comments Accepted to ICASSP 2022

Journal ref Proc. IEEE ICASSP, May 2022, pp. 6617-6121

1805.00787 2022-07-13 cs.MA cs.AI cs.GT cs.LG 62%

Cognition in Dynamical Systems, Second Edition

Jack Hall

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

Comments 50 pages w/references. Base file is `cognition.tex`. All figures generated by TikZ. This is a revised version of my doctoral thesis, which was published under the name of John Wendell Hall since UT-Austin required my full name. All of this work is unpublished aside from the UT library, where the first edition is stored as my dissertation. Fixes an errata in Chapter 2

2206.11053 2022-06-28 cs.CV cs.AI cs.LG cs.RO eess.IV 62%

Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer

Lalithkumar Seenivasan, Mobarakol Islam, Adithya K Krishna, Hongliang Ren

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

Comments Code: https://github.com/lalithjets/Surgical_VQA.git

2201.09486 2022-06-22 cs.SD cs.CL cs.CY cs.LG eess.AS 62%

Bias in Automated Speaker Recognition

Wiebke Toussaint Hutiri, Aaron Ding

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

Journal ref 2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22)

2108.03555 2022-06-22 cs.CV cs.AI cs.LG 62%

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh S. Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon

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

Comments Published as journal article

Journal ref Neurosurgery 90 (6), 758-767, 2022

2206.06485 2022-06-15 cs.LG cs.AI 62%

What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience

Alexandra Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski

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

1. 工作流自动化 10469 篇

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

An Interactive Interpretability System for Breast Cancer Screening with Deep Learning

GeoThermalCloud: Machine Learning for Geothermal Resource Exploration

Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding

Optimizing Data Collection for Machine Learning

Toward Certification of Machine-Learning Systems for Low Criticality Airborne Applications

A Preliminary Investigation of MLOps Practices in GitHub

Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems

Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games

Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents

Chemotaxis of sea urchin sperm cells through deep reinforcement learning

Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence

Class-Incremental Learning via Knowledge Amalgamation

On the Origins of Self-Modeling

TMIC: App Inventor Extension for the Deployment of Image Classification Models Exported from Teachable Machine

A Personalized Dialogue Generator with Implicit User Persona Detection

DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities

Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

MAGPIE: Machine Automated General Performance Improvement via Evolution of Software

On the Learnability of Physical Concepts: Can a Neural Network Understand What's Real?

BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration

A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language

RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

Cognition in Dynamical Systems, Second Edition

Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer

Bias in Automated Speaker Recognition

Rapid Automated Analysis of Skull Base Tumor Specimens Using Intraoperative Optical Imaging and Artificial Intelligence

What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience