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ORCIDBrendan Chwyl
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2020 – today
- 2020
[j2]Abdulrhman H. Al-Jebrni
, Brendan Chwyl, Xiao Yu Wang, Alexander Wong, Bechara John Saab:
AI-enabled remote and objective quantification of stress at scale. Biomed. Signal Process. Control. 59: 101929 (2020)
2010 – 2019
- 2019
- [j1]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: 93-105 (2019) - [c12]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: 684-693 - [c11]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: 22-25 - [i7]Alexander Wong, Zhong Qiu Lin, Brendan Chwyl:
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CoRR abs/1903.07209 (2019) - [i6]Zhong Qiu Lin, Brendan Chwyl, Alexander Wong:
EdgeSegNet: A Compact Network for Semantic Segmentation. CoRR abs/1905.04222 (2019) - [i5]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 abs/1910.01271 (2019) - 2018
- [c10]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: 95-101 - [i4]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 abs/1801.05387 (2018) - [i3]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 abs/1802.06488 (2018) - [i2]Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li:
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis. CoRR abs/1809.05989 (2018) - 2017
- [c9]Brendan Chwyl, Audrey G. Chung, Mohammad Javad Shafiee, Yongji Fu, Alexander Wong:
DeepPredict: A deep predictive intelligence platform for patient monitoring. EMBC 2017: 4309-4312 - [c8]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: 979-986 - [i1]Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong:
SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis. CoRR abs/1711.07459 (2017) - 2016
- [c7]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: 201-207 - [c6]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: 296-302 - [c5]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: 1230-1234 - 2015
- [c4]Brendan Chwyl, Alexander Wong, David A. Clausi:
Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features. ICIAR 2015: 210-217 - [c3]Brendan Chwyl, Audrey G. Chung, Alexander Wong, David A. Clausi:
Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation. ICIAR 2015: 385-393 - [c2]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: 1970-1974 - [c1]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: 2159-2163
Coauthor Index
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