By dynamically adjusting the clipping threshold, the algorithm adaptively optimizes gradient clipping parameters throughout various training stages and under different data heterogeneity conditions.

In this paper, we present a novel gradient-based algorithm for adapting a multichannel FIR filter bank under channel orthogonality and magnitude response constraints. The technique is the multichannel ...

Researchers at the University of Tokyo developed ADOPT, a novel optimization algorithm that overcomes convergence issues in adaptive gradient methods, promising more reliable and efficient ...

1. Introduction. Snakes or active contours are dynamic curves defined within an image domain that can move under the influence of internal and external forces [].Usually, the internal force comes from ...

1 Tianjin Key Lab of Aerospace Intelligent Equipment Technology, Tianjin Institute of Aerospace Mechanical and Electrical Equipment, Tianjin, China 2 School of Artificial Intelligence, Hebei ...