Fast Training of Deep Neural Networks Robust to Adversarial Perturbations. - Justin A. Goodwin; Olivia M. Brown; Victoria Helus (HPEC, 2020)

Context-Dependent Anomaly Detection with Knowledge Graph Embedding Models. - Nathan Vaska; Kevin Leahy 001; Victoria Helus (CASE, 2022)

Addressing Mistake Severity in Neural Networks with Semantic Knowledge. - Natalie Abreu; Nathan Vaska; Victoria Helus (CoRR, 2022)

Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data. - Nathan Vaska; Victoria Helus (CoRR, 2023)

Addressing Discrepancies in Semantic and Visual Alignment in Neural Networks. - Natalie Abreu; Nathan Vaska; Victoria Helus (CoRR, 2023)