Brendan Chwyl

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 21

Top Topics

High Dynamic Range

Feature Representation

Top Venues

Publications

Abdulrhman H. Al-Jebrni, Brendan Chwyl, Xiao Yu Wang, Alexander Wong, Bechara J. Saab
AI-enabled remote and objective quantification of stress at scale. Biomed. Signal Process. Control. 59 (2020)
Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR (2019)
Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks. Neurocomputing 352 (2019)
Zhong Qiu Lin, Brendan Chwyl, Alexander Wong
EdgeSegNet: A Compact Network for Semantic Segmentation. CoRR (2019)
Alexander Wong, Zhong Qiu Lin, Brendan Chwyl
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CoRR (2019)
Alexander Wong, Zhong Qiu Lin, Brendan Chwyl
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CVPR Workshops (2019)
Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS (2019)
Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong
StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. CoRR (2018)
Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection. CoRR (2018)
Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl
Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection. CRV (2018)
Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis. CoRR (2018)
Brendan Chwyl, Audrey G. Chung, Mohammad Javad Shafiee, Yongji Fu, Alexander Wong
DeepPredict: A deep predictive intelligence platform for patient monitoring. EMBC (2017)
Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong
SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis. CoRR (2017)
M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong
Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks. ICCV Workshops (2017)
Sara Greenberg, Audrey G. Chung, Brendan Chwyl, Alexander Wong
TIGGER: A Texture-Illumination Guided Global Energy Response Model for Illumination Robust Object Saliency. CRV (2016)
Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms. CRV (2016)
Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. ICIP (2016)
Brendan Chwyl, Alexander Wong, David A. Clausi
Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features. ICIAR (2015)
Brendan Chwyl, Audrey G. Chung, Alexander Wong, David A. Clausi
Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation. ICIAR (2015)
F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek
High dynamic range map estimation via fully connected random fields with stochastic cliques. ICIP (2015)
Brendan Chwyl, Audrey G. Chung, F. Y. Li, Alexander Wong, David A. Clausi
Tiger: A texture-illumination guided energy response model for illumination robust local saliency. ICIP (2015)