2 papers
cs.CV2026
A New Kind of Adversarial Example: Measuring the Human-Model Gap, and Its Relationship to OOD Detection
Ali Borji
Almost all adversarial attacks add an imperceptible perturbation to fool a model. We instead study the opposite: a large, clearly visible perturbation that causes the model to keep…
cs.CV2024
Addressing a fundamental limitation in deep vision models: lack of spatial attention
Ali Borji
The primary aim of this manuscript is to underscore a significant limitation in current deep learning models, particularly vision models. Unlike human vision, which efficiently sel…