Search Results for author: Brian Lee

Found 11 papers, 4 papers with code

Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh

no code implementations25 Aug 2022 Brian Lee, Fei Lei, Huaijin Chen, Alexis Baudron

We thus propose a network-based approach that is capable of rendering realistic monocular bokeh from single image inputs.

A Survey of Modern Deep Learning based Object Detection Models

no code implementations24 Apr 2021 Syed Sahil Abbas Zaidi, Mohammad Samar Ansari, Asra Aslam, Nadia Kanwal, Mamoona Asghar, Brian Lee

Concise overview of benchmark datasets and evaluation metrics used in detection is also provided along with some of the prominent backbone architectures used in recognition tasks.

Classification General Classification +3

Protecting Privacy and Transforming COVID-19 Case Surveillance Datasets for Public Use

1 code implementation13 Jan 2021 Brian Lee, Brandi Dupervil, Nicholas P. Deputy, Wil Duck, Stephen Soroka, Lyndsay Bottichio, Benjamin Silk, Jason Price, Patricia Sweeney, Jennifer Fuld, Todd Weber, Dan Pollock

Practice Implications: Enriched understanding of the available public data, the methods used to create these data, and the algorithms used to protect privacy of de-identified individuals allow for improved data use.

Cryptography and Security Computers and Society

Network reinforcement driven drug repurposing for COVID-19 by exploiting disease-gene-drug associations

no code implementations12 Aug 2020 Yonghyun Nam, Jae-Seung Yun, Seung Mi Lee, Ji Won Park, Ziqi Chen, Brian Lee, Anurag Verma, Xia Ning, Li Shen, Dokyoon Kim

To reduce trial and error in finding treatments for COVID-19, we propose building a network-based drug repurposing framework to prioritize repurposable drugs.

FPGA-accelerated machine learning inference as a service for particle physics computing

1 code implementation18 Apr 2019 Javier Duarte, Philip Harris, Scott Hauck, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Suffian Khan, Benjamin Kreis, Brian Lee, Mia Liu, Vladimir Lončar, Jennifer Ngadiuba, Kevin Pedro, Brandon Perez, Maurizio Pierini, Dylan Rankin, Nhan Tran, Matthew Trahms, Aristeidis Tsaris, Colin Versteeg, Ted W. Way, Dustin Werran, Zhenbin Wu

New heterogeneous computing paradigms on dedicated hardware with increased parallelization, such as Field Programmable Gate Arrays (FPGAs), offer exciting solutions with large potential gains.

Data Analysis, Statistics and Probability High Energy Physics - Experiment Computational Physics Instrumentation and Detectors

Situational Awareness based Risk-Adapatable Access Control in Enterprise Networks

no code implementations26 Oct 2017 Brian Lee, Roman Vanickis, Franklin Rogelio, Paul Jacob

As the computing landscape evolves towards distributed architectures such as Internet of Things (IoT), enterprises are moving away from traditional perimeter based security models toward so called zero trust networking (ZTN) models that treat both the intranet and Internet as equally untrustworthy.

Cryptography and Security

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