2 papers
cs.CV2021
Domain Adaptation by Topology Regularization
Deborah Weeks, Samuel Rivera
Deep learning has become the leading approach to assisted target recognition. While these methods typically require large amounts of labeled training data, domain adaptation (DA) o…
cs.CV2020
Flexible deep transfer learning by separate feature embeddings and manifold alignment
Samuel Rivera, Joel Klipfel, Deborah Weeks
Object recognition is a key enabler across industry and defense. As technology changes, algorithms must keep pace with new requirements and data. New modalities and higher resoluti…