2 papers
cs.LG2026
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection
PengYu Chen, Shang Wan, Xiaohou Shi +3
Time series anomaly detection (TSAD) is essential for maintaining the reliability and security of IoT-enabled service systems. Existing methods require training one specific model…
cs.LG2024
CTG-KrEW: Generating Synthetic Structured Contextually Correlated Content by Conditional Tabular GAN with K-Means Clustering and Efficient Word Embedding
Riya Samanta, Bidyut Saha, Soumya K. Ghosh +1
Conditional Tabular Generative Adversarial Networks (CTGAN) and their various derivatives are attractive for their ability to efficiently and flexibly create synthetic tabular data…