2 papers
cs.AR2026
WARD: Runtime Workload-Adaptive Vision TRansformer Framework for Dependable Edge AI
Mahdi Taheri, Pramit Kumar Bhaduri, Mohammad Masoumi +1
Edge-deployed AI operate under dynamically changing power budgets, reliability requirements, and input distributions, requiring continuous adaptation. Such conditions arise in long…
cs.CV2026
SENTRY: Statistical Reliability Analysis of Vision Transformers Under Soft Errors
Pramit Kumar Bhaduri, Mahdi Taheri, Samira Nazari +3
With the growth of Vision Transformers in safety-critical domains like autonomous systems and medical imaging, ensuring their reliability against soft errors is paramount. While Vi…