AI Agent

Dual Convexified Convolutional Neural Networks

Site Bai, Chuyang Ke, Jean Honorio

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

Journal ref TMLR 2024: https://openreview.net/forum?id=0yMuNezwJ1

AutoIRT: Calibrating Item Response Theory Models with Automated Machine Learning

James Sharpnack, Phoebe Mulcaire, Klinton Bicknell, Geoff LaFlair, Kevin Yancey

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

Virtual birefringence imaging and histological staining of amyloid deposits in label-free tissue using autofluorescence microscopy and deep learning

Xilin Yang, Bijie Bai, Yijie Zhang, Musa Aydin, Sahan Yoruc Selcuk, Zhen Guo, Gregory A. Fishbein, Karine Atlan, William Dean Wallace, Nir Pillar, Aydogan Ozcan

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

Comments 20 Pages, 5 Figures

Journal ref Nature Communications (2024)

DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection

Rahatara Ferdousi, M. Anwar Hossain, Chunsheng Yang, Abdulmotaleb El Saddik

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 12 pages, 10 figures, IEEE transaction on consumer electronics

Thinking Outside the BBox: Unconstrained Generative Object Compositing

Gemma Canet Tarrés, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhi Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim

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

Advancing Machine Learning for Stellar Activity and Exoplanet Period Rotation

Fatemeh Fazel Hesar, Bernard Foing, Ana M. Heras, Mojtaba Raouf, Victoria Foing, Shima Javanmardi, Fons J. Verbeek

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

Comments 15 pages, 8 figures. Submitted for publication in A&A

Actively Learning Reinforcement Learning: A Stochastic Optimal Control Approach

Mohammad S. Ramadan, Mahmoud A. Hayajnh, Michael T. Tolley, Kyriakos G. Vamvoudakis

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Navigating the Maize: Cyclic and conditional computational graphs for molecular simulation

Thomas Löhr, Michele Assante, Michael Dodds, Lili Cao, Mikhail Kabeshov, Jon-Paul Janet, Marco Klähn, Ola Engkvist

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

DeepFaceLab: Integrated, flexible and extensible face-swapping framework

Ivan Perov, Daiheng Gao, Nikolay Chervoniy, Kunlin Liu, Sugasa Marangonda, Chris Umé, Dpfks, Carl Shift Facenheim, Luis RP, Jian Jiang, Sheng Zhang, Pingyu Wu, Bo Zhou, Weiming Zhang

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

Unraveling the Impact of Initial Choices and In-Loop Interventions on Learning Dynamics in Autonomous Scanning Probe Microscopy

Boris N. Slautin, Yongtao Liu, Hiroshi Funakubo, Sergei V. Kalinin

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

Comments 24 pages, 11 figures

Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection

Mirabel Reid, Christine Sweeney, Oleg Korobkin

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

Comments 14 pages, 9 figures

ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates

Gokul Puthumanaillam, Manav Vora, Melkior Ornik

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments * Equal contribution

Security Concerns in Quantum Machine Learning as a Service

Satwik Kundu, Swaroop Ghosh

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

Comments 9 pages, 3 figures

iRAG: Advancing RAG for Videos with an Incremental Approach

Md Adnan Arefeen, Biplob Debnath, Md Yusuf Sarwar Uddin, Srimat Chakradhar

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

Comments Accepted in CIKM 2024

Magazine Supply Optimization: a Case-study

Duong Nguyen, Ana Ulianovici, Sami Achour, Soline Aubry, Nicolas Chesneau

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

Themis: Automatic and Efficient Deep Learning System Testing with Strong Fault Detection Capability

Dong Huang, Tsz On Li, Xiaofei Xie, Heming Cui

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

Comments Camera-ready version for ISSRE 2024

Re-Thinking Process Mining in the AI-Based Agents Era

Alessandro Berti, Mayssa Maatallah, Urszula Jessen, Michal Sroka, Sonia Ayachi Ghannouchi

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

Efficient Edge AI: Deploying Convolutional Neural Networks on FPGA with the Gemmini Accelerator

Federico Nicolas Peccia, Svetlana Pavlitska, Tobias Fleck, Oliver Bringmann

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

Comments 8 pages, 9 figures, accepted at the 27th Euromicro Conference Series on Digital System Design (DSD) 2024

Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening

Chengguang Gan, Qinghao Zhang, Tatsunori Mori

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments Accept by Journal of Information Processing,(2024), 18 pages, 19 figures

Towards a Benchmark for Causal Business Process Reasoning with LLMs

Fabiana Fournier, Lior Limonad, Inna Skarbovsky

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

Comments 12 pages, 1 figure

Journal ref NLP4BPM workshop at BPM 2024

More Questions than Answers? Lessons from Integrating Explainable AI into a Cyber-AI Tool

Ashley Suh, Harry Li, Caitlin Kenney, Kenneth Alperin, Steven R. Gomez

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

Comments ACM CHI 2024 Workshop on Human-Centered Explainable AI (HCXAI)

LLM-Aided Compilation for Tensor Accelerators

Charles Hong, Sahil Bhatia, Altan Haan, Shengjun Kris Dong, Dima Nikiforov, Alvin Cheung, Yakun Sophia Shao

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

Comments 4 page workshop paper

LlamaTouch: A Faithful and Scalable Testbed for Mobile UI Task Automation

Li Zhang, Shihe Wang, Xianqing Jia, Zhihan Zheng, Yunhe Yan, Longxi Gao, Yuanchun Li, Mengwei Xu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Accepted at ACM UIST 2024

Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function

Matias Oscar Volman Stern, Dominic Hohs, Andreas Jansche, Timo Bernthaler, Gerhard Schneider

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

Understanding Feedback Mechanisms in Machine Learning Jupyter Notebooks

Arumoy Shome, Luis Cruz, Diomidis Spinellis, Arie van Deursen

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

Towards a FAIR Documentation of Workflows and Models in Applied Mathematics

Marco Reidelbach, Björn Schembera, Marcus Weber

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

Journal ref International Congress on Mathematical Software (pp. 254-262). Cham: Springer Nature Switzerland (2024, July)

Ontologies for Models and Algorithms in Applied Mathematics and Related Disciplines

Björn Schembera, Frank Wübbeling, Hendrik Kleikamp, Christine Biedinger, Jochen Fiedler, Marco Reidelbach, Aurela Shehu, Burkhard Schmidt, Thomas Koprucki, Dorothea Iglezakis, Dominik Göddeke

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

Journal ref In: Metadata and Semantic Research. MTSR 2023. Communications in Computer and Information Science, vol 2048. Springer, Cham (2024)

Rapid Object Annotation

Misha Denil

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

Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning

Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio, Mudita Shakya, Davide Di Ruscio, Massimiliano Di Penta

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

Comments The paper has been peer-reviewed and accepted for publication in the Proceedings of the 18th International Symposium on Empirical Software Engineering and Measurement (ESEM 2024)

PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

Jaeyoung Kim, Sihyeon Lee, Hyeon Jeon, Keon-Joo Lee, Hee-Joon Bae, Bohyoung Kim, Jinwook Seo

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

Comments 11 pages, 5 figures, paper to appear in IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2024)