10 citations · 21 across the 7 of their papers we have counts for
4 papers · 1 filter
Stacked Universal Successor Feature Approximators for Safety in Reinforcement Learning
Ian Cannon, Washington Garcia, Thomas Gresavage +3
Real-world problems often involve complex objective structures that resist distillation into reinforcement learning environments with a single objective. Operation costs must be ba…
Hard-label Manifolds: Unexpected Advantages of Query Efficiency for Finding On-manifold Adversarial Examples
Washington Garcia, Pin-Yu Chen, Somesh Jha +2
Designing deep networks robust to adversarial examples remains an open problem. Likewise, recent zeroth order hard-label attacks on image classification models have shown comparabl…
Explainable Black-Box Attacks Against Model-based Authentication
Washington Garcia, Joseph I. Choi, Suman K. Adari +2
Establishing unique identities for both humans and end systems has been an active research problem in the security community, giving rise to innovative machine learning-based authe…
MTLE: A Multitask Learning Encoder of Visual Feature Representations for Video and Movie Description
Oliver Nina, Washington Garcia, Scott Clouse +1
Learning visual feature representations for video analysis is a daunting task that requires a large amount of training samples and a proper generalization framework. Many of the cu…