AI Agent

TACNET: Temporal Audio Source Counting Network

Amirreza Ahmadnejad, Ahmad Mahmmodian Darviishani, Mohmmad Mehrdad Asadi, Sajjad Saffariyeh, Pedram Yousef, Emad Fatemizadeh

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

Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation

Changsun Lee, Sangjoon Park, Cheong-Il Shin, Woo Hee Choi, Hyun Jeong Park, Jeong Eun Lee, Jong Chul Ye

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

Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)

Masoud Shokrnezhad, Hao Yu, Tarik Taleb, Richard Li, Kyunghan Lee, Jaeseung Song, Cedric Westphal

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

A Multi-model Approach for Video Data Retrieval in Autonomous Vehicle Development

Jesper Knapp, Klas Moberg, Yuchuan Jin, Simin Sun, Miroslaw Staron

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

PyPulse: A Python Library for Biosignal Imputation

Kevin Gao, Maxwell A. Xu, James M. Rehg, Alexander Moreno

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

Comments 7 pages, 3 figures. Implementation and documentation are available at https://github.com/rehg-lab/pulseimpute

Ethnography and Machine Learning: Synergies and New Directions

Zhuofan Li, Corey M. Abramson

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

Comments 20 pages, 5 figures, 3 tables

Journal ref Borch, and Pardo-Guerra (eds), The Oxford Handbook of the Sociology of Machine Learning (2024)

ByteScience: Bridging Unstructured Scientific Literature and Structured Data with Auto Fine-tuned Large Language Model in Token Granularity

Tong Xie, Hanzhi Zhang, Shaozhou Wang, Yuwei Wan, Imran Razzak, Chunyu Kit, Wenjie Zhang, Bram Hoex

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

Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

Xiong Wang, Yangze Li, Chaoyou Fu, Yunhang Shen, Lei Xie, Ke Li, Xing Sun, Long Ma

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

Comments Project Page: https://freeze-omni.github.io/

SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules

Suyi Li, Lingyun Yang, Xiaoxiao Jiang, Hanfeng Lu, Dakai An, Zhipeng Di, Weiyi Lu, Jiawei Chen, Kan Liu, Yinghao Yu, Tao Lan, Guodong Yang, Lin Qu, Liping Zhang, Wei Wang

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

Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning

Zeki Doruk Erden, Boi Faltings

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

Comments Presented in Deployable AI (DAI) workshop at AAAI-2024

Explore Reinforced: Equilibrium Approximation with Reinforcement Learning

Ryan Yu, Mateusz Nowak, Qintong Xie, Michelle Yilin Feng, Peter Chin

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

Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping

Marla Grunewald, Mounir Bensalem, Admela Jukan

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

Comments This paper is uploaded here for research community, thus it is for non-commercial purposes

A Theoretical Survey on Foundation Models

Shi Fu, Yuzhu Chen, Yingjie Wang, Dacheng Tao

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

Comments 63 pages, 16 figures

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense

Damodar Panigrahi, Shaswata Mitra, Subash Neupane, Sudip Mittal, Benjamin A. Blakely

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

Comments 10 pages, 8 figures

ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Martin Briesch, Franz Rothlauf

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

Breaking the Cycle of Recurring Failures: Applying Generative AI to Root Cause Analysis in Legacy Banking Systems

Siyuan Jin, Zhendong Bei, Bichao Chen, Yong Xia

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

Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction

Yiyong Sun, Jiajun He, Zhidi Lin, Wenqiang Pu, Feng Yin, Hing Cheung So

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

The why, what, and how of AI-based coding in scientific research

Tonghe Zhuang, Zhicheng Lin

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

Comments 23 pages, 7 figure, 3 boxes

UQE: A Query Engine for Unstructured Databases

Hanjun Dai, Bethany Yixin Wang, Xingchen Wan, Bo Dai, Sherry Yang, Azade Nova, Pengcheng Yin, Phitchaya Mangpo Phothilimthana, Charles Sutton, Dale Schuurmans

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

Journal ref NeurIPS 2024

B-HAR: an open-source baseline framework for in depth study of human activity recognition datasets and workflows

Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

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

Comments 9 Pages, 3 Figures, 3 Tables, Link to B-HAR Library: https://github.com/B-HAR-HumanActivityRecognition/B-HAR

Towards unearthing neglected climate innovations from scientific literature using Large Language Models

César Quilodrán-Casas, Christopher Waite, Nicole Alhadeff, Diyona Dsouza, Cathal Hughes, Larissa Kunstel-Tabet, Alyssa Gilbert

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

Comments 10 pages. Accepted in the LatinX in AI workshop at NeurIPS 2024

Physics-informed neural networks need a physicist to be accurate: the case of mass and heat transport in Fischer-Tropsch catalyst particles

Tymofii Nikolaienko, Harshil Patel, Aniruddha Panda, Subodh Madhav Joshi, Stanislav Jaso, Kaushic Kalyanaraman

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

How do Large Language Models Handle Multilingualism?

Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing

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

Learning the rules of peptide self-assembly through data mining with large language models

Zhenze Yang, Sarah K. Yorke, Tuomas P. J. Knowles, Markus J. Buehler

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

LLMs as Research Tools: A Large Scale Survey of Researchers' Usage and Perceptions

Zhehui Liao, Maria Antoniak, Inyoung Cheong, Evie Yu-Yen Cheng, Ai-Heng Lee, Kyle Lo, Joseph Chee Chang, Amy X. Zhang

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

Comments 30 pages, 5 figures

Learning Human-like Representations to Enable Learning Human Values

Andrea Wynn, Ilia Sucholutsky, Thomas L. Griffiths

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

Comments NeurIPS 2024

Modeling and Simulation of a Multi Robot System Architecture

Ahmed R. Sadik, Christian Goerick, Manuel Muehlig

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

Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object Detection

Matthias Bartolo, Dylan Seychell, Josef Bajada

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

Comments Resultant work from Dissertation, Department of AI, University of Malta. Code available at: https://github.com/mbar0075/SaRLVision

GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making

Xingyu Hu, Lijun Zhang, Dejian Meng, Ye Han, Lisha Yuan

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

SinaTools: Open Source Toolkit for Arabic Natural Language Processing

Tymaa Hammouda, Mustafa Jarrar, Mohammed Khalilia

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

Comments 10 pages, 3 figures