Francis Li

According to our database, Francis Li authored at least 20 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

DVQI: A Multi-task, Hardware-integrated Artificial Intelligence System for Automated Visual Inspection in Electronics Manufacturing.

Audrey G. Chung, Francis Li, Jeremy Ward, Andrew Hryniowski, Alexander Wong

CoRR, 2023

PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge.

Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair, Alexander Wong

CoRR, 2023

The Design Methods of Augmented Reality in a Historical Site.

Yen-Liang Wu, Wen-Huei Chou, Francis Li

Proceedings of the 7th International Conference on Virtual and Augmented Reality Simulations, 2023

2021

TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection.

Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong

CoRR, 2021

2019

StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks.

Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong

Neurocomputing, 2019

State of Compact Architecture Search For Deep Neural Networks.

Mohammad Javad Shafiee, Andrew Hryniowski, Francis Li, Zhong Qiu Lin, Alexander Wong

CoRR, 2019

Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving.

Mohammad Javad Shafiee, Mirko Nentwig, Yohannes Kassahun, Francis Li, Stanislav Bochkarev, Akif Kamal, David Dolson, Secil Altintas, Arif Virani, Alexander Wong

CoRR, 2019

YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection.

Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

2018

FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis.

Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li

CoRR, 2018

Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection.

Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

2017

Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping.

Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong

IEEE Trans. Computational Imaging, 2017

SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis.

Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong

CoRR, 2017

Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video.

Mohammad Javad Shafiee, Brendan Chywl, Francis Li, Alexander Wong

CoRR, 2017

Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks.

Mohammad Javad Shafiee, Francis Li, Alexander Wong

CoRR, 2017

Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks.

M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Hierarchical Grouping Approach for Fast Approximate RGB-D Scene Flow.

Francis Li, Alexander Wong, John S. Zelek

Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015

PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling.

Parthipan Siva, Mohammad Javad Shafiee, Francis Li, Alexander Wong

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model.

Francis Li, Edward Li, Mohammad Javad Shafiee, Alexander Wong, John S. Zelek

Proceedings of the 12th Conference on Computer and Robot Vision, 2015

An Episodic Memory Retrieval Algorithm for the Soar Cognitive Architecture.

Francis Li, Jesse Frost, Braden J. Phillips

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2012

Is there a smarter way to use 100 billion transistors?

Francis Li, Muhammad Usman Khan, Michael Liebelt, Brian Wai-Him Ng, Braden J. Phillips

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012