cross-modal transfer 1foundation models 1masked autoencoder 1normalizing flow 1time series anomaly detection 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection
PengYu Chen, Shang Wan, Xiaohou Shi +3
The paper proposes VAN-AD, a framework that adapts a vision‑based masked autoencoder pretrained on ImageNet for time‑series anomaly detection, adding an adaptive distribution mappi…
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…