Using cGANs for Anomaly Detection: Identifying Astronomical Anomalies in JWST NIRcam Imaging

Ruby Pearce-Casey, Hugh Dickinson, Stephen Serjeant +1

We present a proof of concept for mining JWST imaging data for anomalous galaxy populations using a conditional Generative Adversarial Network (cGAN). We train our model to predict…