14 citations · 17 across the 4 of their papers we have counts for
4 papers
Enhancing Reinforcement learning in 3-Dimensional Hydrophobic-Polar Protein Folding Model with Attention-based layers
Peizheng Liu, Hitoshi Iba
Transformer-based architectures have recently propelled advances in sequence modeling across domains, but their application to the hydrophobic-hydrophilic (H-P) model for protein f…
Evolving Architectures with Gradient Misalignment toward Low Adversarial Transferability
Kevin Richard G. Operiano, Wanchalerm Pora, Hitoshi Iba +1
Deep neural network image classifiers are known to be susceptible not only to adversarial examples created for them but even those created for others. This phenomenon poses a poten…
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine
Hossein Izadi Rad, Ji Feng, Hitoshi Iba
This paper proposes a hybrid basis function construction method (GP-RVM) for Symbolic Regression problem, which combines an extended version of Genetic Programming called Kaizen Pr…
Temperature compensation via cooperative stability in protein degradation
Yuanyuan Peng, Yoshihiko Hasegawa, Nasimul Noman +1
Temperature compensation is a notable property of circadian oscillators that indicates the insensitivity of the oscillator system's period to temperature changes; the underlying me…