AI Agent

A Two-step Surface-based 3D Deep Learning Pipeline for Segmentation of Intracranial Aneurysms

Xi Yang, Ding Xia, Taichi Kin, Takeo Igarashi

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

Comments It is a pre-released version

Interactive Causal Structure Discovery in Earth System Sciences

Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki

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

Comments 23 pages, 8 figures, to be published in Proceedings of the 2021 KDD Workshop on Causal Discovery

Using Sampling Strategy to Assist Consensus Sequence Analysis

Zhichao Xu, Shuhong Chen

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

Comments under revision

Enabling Machine Learning-Ready HPC Ensembles with Merlin

J. Luc Peterson, Ben Bay, Joe Koning, Peter Robinson, Jessica Semler, Jeremy White, Rushil Anirudh, Kevin Athey, Peer-Timo Bremer, Francesco Di Natale, David Fox, Jim A. Gaffney, Sam A. Jacobs, Bhavya Kailkhura, Bogdan Kustowski, Steven Langer, Brian Spears, Jayaraman Thiagarajan, Brian Van Essen, Jae-Seung Yeom

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

Comments 28 pages, 9 figures; Submitted to FGCS

The Limit Order Book Recreation Model (LOBRM): An Extended Analysis

Zijian Shi, John Cartlidge

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

Comments 16 pages, preprint accepted for publication in the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2021)

Coach2vec: autoencoding the playing style of soccer coaches

Paolo Cintia, Luca Pappalardo

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

Human Activity Recognition using Continuous Wavelet Transform and Convolutional Neural Networks

Anna Nedorubova, Alena Kadyrova, Aleksey Khlyupin

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

Improving Playtesting Coverage via Curiosity Driven Reinforcement Learning Agents

Camilo Gordillo, Joakim Bergdahl, Konrad Tollmar, Linus Gisslén

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

Quantum Software Development Lifecycle

Benjamin Weder, Johanna Barzen, Frank Leymann, Daniel Vietz

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

Comments This is a preprint of the following chapter: Benjamin Weder, Johanna Barzen, Frank Leymann, and Daniel Vietz: Quantum Software Development Lifecycle, published in Quantum Software Engineering, edited by M. Serrano, M. Piattini, and R. Perez-Castillo, 2022, Springer

An Empowerment-based Solution to Robotic Manipulation Tasks with Sparse Rewards

Siyu Dai, Wei Xu, Andreas Hofmann, Brian Williams

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted at RSS 2021

Machine learning for complete intersection Calabi-Yau manifolds: a methodological study

Harold Erbin, Riccardo Finotello

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

Comments 59 pages; additional details, references updated

Journal ref Phys. Rev. D 103, 126014 (2021)

Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings

Jaskirat Singh, Liang Zheng

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 16387-16396

PRANK: motion Prediction based on RANKing

Yuriy Biktairov, Maxim Stebelev, Irina Rudenko, Oleh Shliazhko, Boris Yangel

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted to NeurIPS 2020

Continental-scale land cover mapping at 10 m resolution over Europe (ELC10)

Zander S. Venter, Markus A. K. Sydenham

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

Journal ref Remote Sens. 2021, 13, 2301

JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu

Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong

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

Comments Accepted to SIGKDD 2021 applied data science track

Towards an Explanation Space to Align Humans and Explainable-AI Teamwork

Garrick Cabour, Andrés Morales, Élise Ledoux, Samuel Bassetto

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment

Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang

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

Comments Accepted in INTERSPEECH 2021

A Grammatical Approach for Distributed Business Process Management using Structured and Cooperatively Edited Mobile Artifacts

Milliam Maxime Zekeng Ndadji

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

Towards an Integrated Conceptual Modelling Kernel for Business Transaction Workflows

Alistair P. Barros, Arthur H. M. ter Hofstede, Henderik A. Proper

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

LiBRe: A Practical Bayesian Approach to Adversarial Detection

Zhijie Deng, Xiao Yang, Shizhen Xu, Hang Su, Jun Zhu

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

Comments IEEE/ CVF International Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Artificial Intelligence Advances for De Novo Molecular Structure Modeling in Cryo-EM

Dong Si, Andrew Nakamura, Runbang Tang, Haowen Guan, Jie Hou, Ammaar Firozi, Renzhi Cao, Kyle Hippe, Minglei Zhao

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

Journal ref Wiley Interdisciplinary Reviews: Computational Molecular Science, e1542 (2021)

SimNet: Learning Reactive Self-driving Simulations from Real-world Observations

Luca Bergamini, Yawei Ye, Oliver Scheel, Long Chen, Chih Hu, Luca Del Pero, Blazej Osinski, Hugo Grimmett, Peter Ondruska

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

Comments Published at 2021 International Conference on Robotics and Automation (ICRA2021)

Style Similarity as Feedback for Product Design

Mathew Schwartz, Tomer Weiss, Esra Ataer-Cansizoglu, Jae-Woo Choi

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

Comments 15 pages, 9 figures, interdisciplinary book chapter on using computer vision and style similarity for industrial design

Journal ref In: Lee JH. (eds) A New Perspective of Cultural DNA. KAIST Research Series. Springer, Singapore (2021)

Offline Runtime Verification of Safety Requirements using CSP

Matt Luckcuck

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

Comments Submitted to FMICS2021

Guided Hyperparameter Tuning Through Visualization and Inference

Hyekang Joo, Calvin Bao, Ishan Sen, Furong Huang, Leilani Battle

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

Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection

Haihua Chen, Ngan Tran, Anand Sagar Thumati, Jay Bhuyan, Junhua Ding

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

Comments 23 pages, 4 figures, 3 tables, under review at the ACM Journal of Data and Information Quality

Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows

Yutong Ban, Guy Rosman, Thomas Ward, Daniel Hashimoto, Taisei Kondo, Hidekazu Iwaki, Ozanan Meireles, Daniela Rus

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

Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities

Ruohan Zhan, Konstantina Christakopoulou, Ya Le, Jayden Ooi, Martin Mladenov, Alex Beutel, Craig Boutilier, Ed H. Chi, Minmin Chen

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Interactive Static Software Performance Analysis in the IDE

Aaron Beigelbeck, Maurício Aniche, Jürgen Cito

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

The Role of Time and Data: Online Conformance Checking in the Manufacturing Domain

Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma

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