When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI.
Xiaodan XingFadong ShiJiahao HuangYinzhe WuYang NanSheng ZhangYingying FangMike RobertsCarola-Bibiane SchönliebJavier Del SerGuang YangPublished in: CoRR (2024)
Keyphrases
- data sets
- data processing
- big data
- artificial intelligence
- complex data
- database
- data distribution
- data points
- knowledge representation
- image data
- input data
- experimental data
- data analysis
- data sources
- data structure
- cloud computing
- synthetic data
- databases
- machine learning
- data objects
- raw data
- statistical methods
- data acquisition
- feature selection
- spatial data
- missing data
- data collection
- data mining techniques
- knowledge discovery
- feature space