AI Agent

On the Computational Modeling of Meaning: Embodied Cognition Intertwined with Emotion

Casey Kennington

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 18 pages

M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery

Yuanqi Du, Yingheng Wang, Yining Huang, Jianan Canal Li, Yanqiao Zhu, Tian Xie, Chenru Duan, John M. Gregoire, Carla P. Gomes

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

Lightweight Distributed Gaussian Process Regression for Online Machine Learning

Zhenyuan Yuan, Minghui Zhu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation

Hao Li, Zhendong Yuan, Gabriel Dax, Gefei Kong, Hongchao Fan, Alexander Zipf, Martin Werner

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

Comments Accepted for GIScience 2023

Inter-case Predictive Process Monitoring: A candidate for Quantum Machine Learning?

Stefan Hill, David Fitzek, Patrick Delfmann, Carl Corea

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

Comments 17 pages, 6 figures, 5 appendixes

Learning Environment Models with Continuous Stochastic Dynamics

Martin Tappler, Edi Muškardin, Bernhard K. Aichernig, Bettina Könighofer

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Optimal Execution Using Reinforcement Learning

Cong Zheng, Jiafa He, Can Yang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

LeanAI: A method for AEC practitioners to effectively plan AI implementations

Ashwin Agrawal, Vishal Singh, Martin Fischer

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

Comments 40th International Symposium on Automation and Robotics in Construction (ISARC 2023)

Learning to generate Reliable Broadcast Algorithms

Diogo Vaz, David R. Matos, Miguel L. Pardal, Miguel Correia

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

More efficient manual review of automatically transcribed tabular data

Bjørn-Richard Pedersen, Rigmor Katrine Johansen, Einar Holsbø, Hilde Sommerseth, Lars Ailo Bongo

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

Comments 19 pages, 5 figures, 1 table

Joint Learning of Network Topology and Opinion Dynamics Based on Bandit Algorithms

Yu Xing, Xudong Sun, Karl H. Johansson

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis

Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab

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

Comments provisionally accepted for publication at MICCAI 2023, 9 pages, 2 figures, 6 tables

Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN)

Xu Si, Xinming Wu, Zefeng Li, Shenghou Wang, Jun Zhu

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

Comments 30 pages, 12 figures, 3 tables

Closing the loop: Autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments

Linus Pithan, Vladimir Starostin, David Mareček, Lukas Petersdorf, Constantin Völter, Valentin Munteanu, Maciej Jankowski, Oleg Konovalov, Alexander Gerlach, Alexander Hinderhofer, Bridget Murphy, Stefan Kowarik, Frank Schreiber

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

Towards A Proactive ML Approach for Detecting Backdoor Poison Samples

Xiangyu Qi, Tinghao Xie, Jiachen T. Wang, Tong Wu, Saeed Mahloujifar, Prateek Mittal

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

Comments USENIX Security 2023

Inspire creativity with ORIBA: Transform Artists' Original Characters into Chatbots through Large Language Model

Yuqian Sun, Xingyu Li, Ze Gao

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

Comments 5 pages, 2 figures, 1 table

Using Machine Learning Methods for Automation of Size Grid Building and Management

Salim Yunus, Dries Benoit, Filipa Peleja

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

Description-Enhanced Label Embedding Contrastive Learning for Text Classification

Kun Zhang, Le Wu, Guangyi Lv, Enhong Chen, Shulan Ruan, Jing Liu, Zhiqiang Zhang, Jun Zhou, Meng Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments This paper has been accepted by IEEE Transactions on Neural Networks and Learning Systems

Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models

Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Kaifeng Bi, Xiaotao Gu, Jianlong Chang, Qi Tian

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 17 pages, 14 figures, technical report, expected to be updated in the near future

Bandits with Replenishable Knapsacks: the Best of both Worlds

Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Federico Fusco

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations

Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang, Yuncong Chen, Yanchi Liu, Wei Cheng, Haifeng Chen

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Journal ref Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '23), August 6--10, 2023, Long Beach, CA, USA

PerfDetectiveAI -- Performance Gap Analysis and Recommendation in Software Applications

Vivek Basavegowda Ramu

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

Comments 7 pages, 2 figures

Journal ref SSRG International Journal of Computer Science and Engineering , vol. 10, no. 5, pp. 40-46, 2023

Benchmarks for End-to-End Microservices Testing

Sheldon Smith, Ethan Robinson, Timmy Frederiksen, Trae Stevens, Tomas Cerny, Miroslav Bures, Davide Taibi

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

Comments 7 pages

Journal ref IEEE SOSE 2023

Combining Variational Autoencoders and Physical Bias for Improved Microscopy Data Analysis

Arpan Biswas, Maxim Ziatdinov, Sergei V. Kalinin

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

Comments 20 pages, 7 figures in main text, 4 figures in Supp Mat

Counterfactual Explanations and Predictive Models to Enhance Clinical Decision-Making in Schizophrenia using Digital Phenotyping

Juan Sebastian Canas, Francisco Gomez, Omar Costilla-Reyes

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

FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features

Bharath Srinivas Prabakaran, Paul Hamelmann, Erik Ostrowski, Muhammad Shafique

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

Comments Accepted for Publication at IEEE Access

Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach

Hannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, MELD project, Emma Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl

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

Comments accepted at MICCAI 2023

ChatGPT and Software Testing Education: Promises & Perils

Sajed Jalil, Suzzana Rafi, Thomas D. LaToza, Kevin Moran, Wing Lam

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Comments 2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 8 pages, 2 tables, 6 figures

Journal ref 2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection

Luoxuan Weng, Minfeng Zhu, Kam Kwai Wong, Shi Liu, Jiashun Sun, Hang Zhu, Dongming Han, Wei Chen

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

Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits

Zhuokai Zhao, Takumi Matsuzawa, William Irvine, Michael Maire, Gordon L Kindlmann

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