Francis Li

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 22

Top Topics

Background Subtraction

Feature Representations

Object Detection

Top Venues

IEEE Trans. Computational Imaging

Publications

Yen-Liang Wu, Wen-Huei Chou, Francis Li
The Design Methods of Augmented Reality in a Historical Site. ICVARS (2023)
Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair, Alexander Wong
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge. CoRR (2023)
Audrey G. Chung, Francis Li, Jeremy Ward, Andrew Hryniowski, Alexander Wong
DVQI: A Multi-task, Hardware-integrated Artificial Intelligence System for Automated Visual Inspection in Electronics Manufacturing. CoRR (2023)
Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR (2021)
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)
Mohammad Javad Shafiee, Andrew Hryniowski, Francis Li, Zhong Qiu Lin, Alexander Wong
State of Compact Architecture Search For Deep Neural Networks. CoRR (2019)
Mohammad Javad Shafiee, Mirko Nentwig, Yohannes Kassahun, Francis Li, Stanislav Bochkarev, Akif Kamal, David Dolson, Secil Altintas, Arif Virani, Alexander Wong
Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving. CoRR (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)
Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong
SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis. CoRR (2017)
Mohammad Javad Shafiee, Francis Li, Alexander Wong
Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks. CoRR (2017)
Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging 3 (1) (2017)
Mohammad Javad Shafiee, Brendan Chywl, Francis Li, Alexander Wong
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video. 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)
Francis Li, Alexander Wong, John S. Zelek
Hierarchical Grouping Approach for Fast Approximate RGB-D Scene Flow. CRV (2016)
Parthipan Siva, Mohammad Javad Shafiee, Francis Li, Alexander Wong
PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling. ICIP (2015)
Francis Li, Edward Li, Mohammad Javad Shafiee, Alexander Wong, John S. Zelek
Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model. CRV (2015)
Francis Li, Jesse Frost, Braden J. Phillips
An Episodic Memory Retrieval Algorithm for the Soar Cognitive Architecture. Australasian Conference on Artificial Intelligence (2015)
Francis Li, Muhammad Usman Khan, Michael Liebelt, Brian Ng, Braden J. Phillips
Is there a smarter way to use 100 billion transistors? ACSCC (2012)