8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.AI2025
What We Don't C: Manifold Disentanglement for Structured Discovery
Brian Rogers, Micah Bowles, Chris J. Lintott +3
Accessing information in learned representations is critical for annotation, discovery, and data filtering in disciplines where high-dimensional datasets are common. We introduce W…
astro-ph.EP2024★ 8 cited
The weird and the wonderful in our Solar System: Searching for serendipity in the Legacy Survey of Space and Time
Brian Rogers, Chris J. Lintott, Steve Croft +2
We present a novel method for anomaly detection in Solar System object data, in preparation for the Legacy Survey of Space and Time. We train a deep autoencoder for anomaly detecti…