Solving Combined Field Integral Equation With Deep Neural Network for 2-D Conducting Object

no code implementations • IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, VOL. 20, NO. 4, APRIL 2021 • Rui Guo, Zhichao Lin, Tao Shan, Maokun Li, Fan Yang, Shenheng Xu, Aria Abubakar

Abstract—Solving the combined field integral equation (CFIE) for the large-scale scattering problem is computationally expensive.

Soft Attention Convolutional Neural Networks for Rare Event Detection in Sequences

no code implementations • 2 Nov 2020 • Mandar Kulkarni, Aria Abubakar

In this work, we propose a Soft-Attention Convolutional Neural Network (CNN) based approach for rare event detection in sequences.

Event Detection Position

Siamese networks for generating adversarial examples

no code implementations • 3 May 2018 • Mandar Kulkarni, Aria Abubakar

We assume that the adversary do not possess any knowledge of the target data distribution, and we use an unlabeled mismatched dataset to query the target, e. g., for the ResNet-50 target, we use the Food-101 dataset as the query.

BIG-bench Machine Learning