2 papers
cs.LG2026
SMART: A Machine Learning and Monte Carlo Framework for Rapid Analysis of Stochastic Transistor Aging and Process Variation in Digital Circuits
Arash Esshaghi, Siavash Es'haghi, Gholamreza Shahabadi +1
As CMOS technology scales into the deep nanometer regime, digital circuit reliability is increasingly threatened by the combined stochastic effects of Bias Temperature Instability…
cs.CV2022
MCTS with Refinement for Proposals Selection Games in Scene Understanding
Sinisa Stekovic, Mahdi Rad, Alireza Moradi +2
We propose a novel method applicable in many scene understanding problems that adapts the Monte Carlo Tree Search (MCTS) algorithm, originally designed to learn to play games of hi…