Multiscale Positive-Unlabeled Detection of AI-Generated Texts.
Yuchuan TianHanting ChenXutao WangZheyuan BaiQinghua ZhangRuifeng LiChao XuYunhe WangPublished in: ICLR (2024)
Keyphrases
- multiscale
- artificial intelligence
- detection algorithm
- image processing
- automatic detection
- positive and negative
- false alarms
- expert systems
- machine learning
- prior knowledge
- scale space
- coarse to fine
- object detection
- case based reasoning
- multiscale analysis
- labeled data
- semi supervised learning
- detection accuracy
- face recognition
- training data
- text documents
- canny edge detection
- positive and unlabeled examples
- feature selection
- image segmentation
- wavelet transform
- false positives
- natural language
- anomaly detection
- knowledge based systems
- training set
- pairwise