This paper proposes the Πnet architecture, which appends a Douglas-Rachford operator splitting-based orthogonal projection layer to the output of a neural network to guarantee strict satisfaction of ...

Abstract: This paper investigates the orthogonal subspace projection-based adaptive anti-interference technique for polarization-sensitive arrays. The mathematical model of the polarization-sensitive ...

Abstract: Catastrophic forgetting is the crucial challenge for continual learning. One of the state-of-the-art approaches is the orthogonal projection, which aims to learn each task by updating model ...