Abstract: A novel Conditional Variational Autoencoder (CVAE) model with the adversarial censoring is presented to help to generate the 550nm broad bandwidth ...

Mar 8, 2020 · We confirm that the optimized device has an overall performance close to 90% across all bandwidths from 1250 nm to 1800 nm. To the best of our ...

A novel Conditional Variational Autoencoder (CVAE) model with the adversarial censoring is presented to help to generate the 550nm broad bandwidth (1250nm to ...

Mar 11, 2020 · Inspired by these works, we propose to utilize Conditional Variational Autoencoder (CVAE). [5] in our power splitter design application. The VAE ...

An optimization algorithm based on a deep convolution generative adversarial network (DCGAN) to design a 2-Dimensional optical cloak that uses a feedback ...

PDF | A novel Conditional Variational Autoencoder (CVAE) model with the adversarial censoring is presented to help to generate the 550nm broad bandwidth.

A novel CVAE with adversarial censoring model is proposed and applied for generating arbitrary ratio power splitter with the bandwidth between 1250nm and 1800nm ...

Mar 8, 2020 · We confirm that the optimized device has an overall performance close to 90% across all bandwidths from 1250 nm to 1800 nm. To the best of our ...

Generative Deep Learning Model for a Multi-level Nano-Optic Broadband Power Splitter. Publication. Optical Fiber Communication Conference (OFC) 2020. Record ...

May 11, 2021 · A novel generative deep learning model with a cycle-consistent adversarial network is intro- duced for optimizing 550 nm broad bandwidth ...