Data-Centric Artificial Intelligence

Data-Centric Artificial Intelligence

22 December 2022

Johannes Jakubik

Michael Vossing

Niklas Kühl

Papers citing "Data-Centric Artificial Intelligence"

17 / 17 papers shown

Title
Data Analysis Prediction over Multiple Unseen Datasets: A Vector Embedding Approach Andreas Loizou Dimitrios Tsoumakos 50 0 0 24 Feb 2025
General Information Metrics for Improving AI Model Training Efficiency Jianfeng Xu Congcong Liu Xiaoying Tan Xiaojie Zhu Anpeng Wu ... Weijun Kong Chun Li Hu Xu Kun Kuang Fei Wu 82 1 0 02 Jan 2025
Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Mustafa Cavus P. Biecek 96 2 0 12 Dec 2024
Survey and Taxonomy: The Role of Data-Centric AI in Transformer-Based Time Series Forecasting Jingjing Xu Caesar Wu Yuan-Fang Li Grégoire Danoy Pascal Bouvry AI4TS 45 1 0 29 Jul 2024
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction José Daniel Pascual-Triana Alberto Fernández Paulo Novais Francisco Herrera 35 0 0 19 Jul 2024
Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development Daoyuan Chen Haibin Wang Yilun Huang Ce Ge Yaliang Li Bolin Ding Jingren Zhou VLM SyDa 63 0 0 16 Jul 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective Zhen Qin Daoyuan Chen Wenhao Zhang Liuyi Yao Yilun Huang Bolin Ding Yaliang Li Shuiguang Deng 65 4 0 11 Jul 2024
Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models Zhiwei Li Carl Kesselman Mike DÁrch Michael Pazzani B. Y. Xu SyDa VLM 29 0 0 27 Jun 2024
FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination Pengfei Zhou Weiqing Min Chaoran Fu Ying Jin Mingyu Huang Xiangyang Li Shuhuan Mei Shuqiang Jiang 43 8 0 11 Jun 2024
Representation Debiasing of Generated Data Involving Domain Experts Aditya Bhattacharya Simone Stumpf K. Verbert 47 2 0 17 May 2024
Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics Joshua Holstein Philipp Spitzer Marieke Hoell Michael Vossing Niklas Kühl 33 3 0 13 May 2024
Data-centric Graph Learning: A Survey Jixi Liu Deyu Bo Cheng Yang Haoran Dai Qi Zhang Yixin Xiao Yufei Peng Chuan Shi GNN 35 19 0 08 Oct 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition Aidan Mannion Thierry Chevalier D. Schwab Lorraine Goeuriot MedIm 51 3 0 20 Jul 2023
Transition Role of Entangled Data in Quantum Machine Learning Xinbiao Wang Yuxuan Du Zhuozhuo Tu Yong Luo Xiao Yuan Dacheng Tao 53 8 0 06 Jun 2023
Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation Jia-Bin Huang Yi Ren Rongjie Huang Dongchao Yang Zhenhui Ye Chen Zhang Jinglin Liu Xiang Yin Zejun Ma Zhou Zhao DiffM 37 59 0 29 May 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Xia Hu 32 193 0 17 Mar 2023
Data-centric AI: Perspectives and Challenges Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Xia Hu 25 68 0 12 Jan 2023