Sek M. Chai

According to our database, Sek M. Chai authored at least 45 papers between 1993 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Dynamically throttleable neural networks.

Hengyue Liu, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu

Mach. Vis. Appl., 2022

2020

Dynamically Throttleable Neural Networks (TNN).

Hengyue Liu, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu

CoRR, 2020

2019

Generative Memory for Lifelong Reinforcement Learning.

Aswin Raghavan, Jesse Hostetler, Sek M. Chai

CoRR, 2019

Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning.

Zecheng He, Aswin Raghavan, Guangyuan Hu, Sek M. Chai, Ruby B. Lee

Proceedings of the 18th IEEE International Conference On Trust, 2019

Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines.

Sek M. Chai, Kilho Son, Jesse Hostetler

Proceedings of the 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2019

2018

Guest Editorial: Special Issue on Embedded Computer Vision.

Stefano Mattoccia, Branislav Kisacanin, Margrit Gelautz, Sek M. Chai, Ahmed Nabil Belbachir, Goksel Dedeoglu, Fridtjof Stein

J. Signal Process. Syst., 2018

Efficient Object Detection Using Embedded Binarized Neural Networks.

Jaeha Kung, David C. Zhang, Gooitzen S. van der Wal, Sek M. Chai, Saibal Mukhopadhyay

J. Signal Process. Syst., 2018

Deep Multimodal Fusion: A Hybrid Approach.

Mohamed R. Amer, Timothy J. Shields, Behjat Siddiquie, Amir Tamrakar, Ajay Divakaran, Sek M. Chai

Int. J. Comput. Vis., 2018

Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines.

Kilho Son, Jesse Hostetler, Sek M. Chai

CoRR, 2018

Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks.

Samyak Parajuli, Aswin Raghavan, Sek M. Chai

CoRR, 2018

Detecting Zero-day Controller Hijacking Attacks on the Power-Grid with Enhanced Deep Learning.

Zecheng He, Aswin Raghavan, Sek M. Chai, Ruby B. Lee

CoRR, 2018

2017

BitNet: Bit-Regularized Deep Neural Networks.

Aswin Raghavan, Mohamed R. Amer, Sek M. Chai

CoRR, 2017

GPU Activity Prediction using Representation Learning.

Aswin Raghavan, Mohamed R. Amer, Timothy J. Shields, David C. Zhang, Sek M. Chai

CoRR, 2017

Low Precision Neural Networks using Subband Decomposition.

Sek M. Chai, Aswin Raghavan, David C. Zhang, Mohamed R. Amer, Timothy J. Shields

CoRR, 2017

2016

Hardware Performance Counter-Based Malware Identification and Detection with Adaptive Compressive Sensing.

Xueyang Wang, Sek Meng Chai, Michael A. Isnardi, Sehoon Lim, Ramesh Karri

ACM Trans. Archit. Code Optim., 2016

Unsupervised underwater fish detection fusing flow and objectiveness.

David C. Zhang, Giorgos Kopanas, Chaitanya Desai, Sek M. Chai, Michael R. Piacentino

Proceedings of the 2016 IEEE Winter Applications of Computer Vision Workshops, 2016

Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory.

Duckhwan Kim, Jaeha Kung, Sek M. Chai, Sudhakar Yalamanchili, Saibal Mukhopadhyay

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

2015

FPGA acceleration for feature based processing applications.

Gooitzen S. van der Wal, David C. Zhang, Indu Kandaswamy, James Marakowitz, Kevin Kaighn, Joe Zhang, Sek M. Chai

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2013

An Embedded Vision Services Framework for Heterogeneous Accelerators.

Eduardo Gudis, Pullan Lu, David Berends, Kevin Kaighn, Gooitzen S. van der Wal, Gregory Buchanan, Sek M. Chai, Michael R. Piacentino

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Vision Guided Compression on low-bit rate channels.

Sek Meng Chai, Yingxue Li, Michael A. Isnardi, Arkady Kopansky

Proceedings of the 2012 Visual Communications and Image Processing, 2012

Multi-Resolution Real-Time Dense Stereo Vision Processing in FPGA.

Eduardo Gudis, Gooitzen S. van der Wal, Sujit Kuthirummal, Sek M. Chai

Proceedings of the 2012 IEEE 20th Annual International Symposium on Field-Programmable Custom Computing Machines, 2012

Stereo Vision embedded system for Augmented Reality.

Eduardo Gudis, Gooitzen S. van der Wal, Sujit Kuthirummal, Sek M. Chai, Supun Samarasekera, Rakesh Kumar, Vlad Branzoi

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Streaming Data Movement for Real-Time Image Analysis.

Abelardo López-Lagunas, Sek M. Chai

J. Signal Process. Syst., 2011

Method of image fusion and enhancement using mask pyramid.

David C. Zhang, Sek M. Chai, Gooitzen S. van der Wal

Proceedings of the 14th International Conference on Information Fusion, 2011

2010

Special issue on embedded vision.

Sek M. Chai, Branislav Kisacanin, Nikolaos Bellas

Comput. Vis. Image Underst., 2010

Fisheye lens distortion correction on multicore and hardware accelerator platforms.

Konstantis Daloukas, Christos D. Antonopoulos, Nikolaos Bellas, Sek M. Chai

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009

Proteus: An architectural synthesis tool based on the stream programming paradigm.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier, Abelardo López-Lagunas

Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009

Real-Time Fisheye Lens Distortion Correction Using Automatically Generated Streaming Accelerators.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier

Proceedings of the FCCM 2009, 2009

2007

Mapping streaming architectures on reconfigurable platforms.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier

SIGARCH Comput. Archit. News, 2007

An Architectural Framework for Automated Streaming Kernel Selection.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006

Memory bandwidth optimization through stream descriptors.

Abelardo López-Lagunas, Sek M. Chai

SIGARCH Comput. Archit. News, 2006

FPGA implementation of a license plate recognition SoC using automatically generated streaming accelerators.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Compiler Manipulation of Stream Descriptors for Data Access Optimization.

Abelardo López-Lagunas, Sek M. Chai

Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006

Template-Based Generation of Streaming Accelators from a High Level Presentation.

Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier

Proceedings of the 14th IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2006), 2006

Reconfigurable Streaming Architectures for Embedded Smart Cameras.

Sek M. Chai, Nikolaos Bellas, Greg Kujawa, Tom Ziomek, Linda Dawson, Tony Scaminaci, Malcolm Dwyer, Dan Linzmeier

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Streaming processors for next-generation mobile imaging applications.

Sek M. Chai, Silviu M. S. A. Chiricescu, Ray Essick, Brian Lucas, Phil May, Kent Moat, Jim Norris, Mike Schuette, Abelardo López-Lagunas

IEEE Commun. Mag., 2005

Streaming I/O for Imaging Applications.

Sek M. Chai, Abelardo López-Lagunas

Proceedings of the Seventh International Workshop on Computer Architectures for Machine Perception (CAMP 2005), 2005

2002

Systolic Opportunities for Multidimensional Data Streams.

Sek M. Chai, D. Scott Wills

IEEE Trans. Parallel Distributed Syst., 2002

2000

Bidirectional single fiber low-cost optoelectronic interconnect for automotive applications.

Abelardo López-Lagunas, Sek Meng Chai, Jeffrey Cross, Brent Buchanan, Lawrence A. Carastro, Shih-Cheng Wang, D. Scott Wills, Nan M. Jokerst, Martin A. Brooke, Mary Ann Ingram

IEEE Trans. Veh. Technol., 2000

Heterogeneous architecture models for interconnect-motivated system design.

Sek M. Chai, Tarek M. Taha, D. Scott Wills, James D. Meindl

IEEE Trans. Very Large Scale Integr. Syst., 2000

1999

Impact of Power Density Limitation in Gigascale Integration for the SIMD Pixel Processor.

Sek M. Chai, Antonio Gentile, D. Scott Wills

Proceedings of the 18th Conference on Advanced Research in VLSI (ARVLSI '99), 1999

1997

Power/Performance Trade-offs for Direct Networks.

Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel

Proceedings of the Parallel Computer Routing and Communication, 1997

HiPER-P: An Efficient, High-Performance Router for Multicomputer Interconnection Networks.

Phil May, Sek M. Chai, D. Scott Wills

Proceedings of the Parallel Computer Routing and Communication, 1997

Power Constrained Design of Multiprocessor Interconnection Networks.

Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel

Proceedings of the Proceedings 1997 International Conference on Computer Design: VLSI in Computers & Processors, 1997

1993

Pica: An Ultra-Light Processor for High-Througput Applications.

D. Scott Wills, W. Stephen Lacy, Huy Cat, Michael A. Hopper, Ashutosh Razdan, Sek M. Chai

Proceedings of the Proceedings 1993 International Conference on Computer Design: VLSI in Computers & Processors, 1993