Sek M. Chai

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 16

Top Topics

Top Venues

J. Signal Process. Syst.

TrustCom/BigDataSE

Publications

Hengyue Liu, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu
Dynamically throttleable neural networks. Mach. Vis. Appl. 33 (4) (2022)
Hengyue Liu, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu
Dynamically Throttleable Neural Networks (TNN). CoRR (2020)
Zecheng He, Aswin Raghavan, Guangyuan Hu, Sek M. Chai, Ruby B. Lee
Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning. TrustCom/BigDataSE (2019)
Aswin Raghavan, Jesse Hostetler, Sek M. Chai
Generative Memory for Lifelong Reinforcement Learning. CoRR (2019)
Sek M. Chai, Kilho Son, Jesse Hostetler
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines. EMC2@HPCA/CVPR/ISCA (2019)
Samyak Parajuli, Aswin Raghavan, Sek M. Chai
Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks. CoRR (2018)
Kilho Son, Jesse Hostetler, Sek M. Chai
Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines. CoRR (2018)
Zecheng He, Aswin Raghavan, Sek M. Chai, Ruby B. Lee
Detecting Zero-day Controller Hijacking Attacks on the Power-Grid with Enhanced Deep Learning. CoRR (2018)
Stefano Mattoccia, Branislav Kisacanin, Margrit Gelautz, Sek M. Chai, Ahmed Nabil Belbachir, Goksel Dedeoglu, Fridtjof Stein
Guest Editorial: Special Issue on Embedded Computer Vision. J. Signal Process. Syst. 90 (6) (2018)
Mohamed R. Amer, Timothy J. Shields, Behjat Siddiquie, Amir Tamrakar, Ajay Divakaran, Sek M. Chai
Deep Multimodal Fusion: A Hybrid Approach. Int. J. Comput. Vis. 126 (2-4) (2018)
Jaeha Kung, David C. Zhang, Gooitzen S. van der Wal, Sek M. Chai, Saibal Mukhopadhyay
Efficient Object Detection Using Embedded Binarized Neural Networks. J. Signal Process. Syst. 90 (6) (2018)
Sek M. Chai, Aswin Raghavan, David C. Zhang, Mohamed R. Amer, Timothy J. Shields
Low Precision Neural Networks using Subband Decomposition. CoRR (2017)
Aswin Raghavan, Mohamed R. Amer, Timothy J. Shields, David C. Zhang, Sek M. Chai
GPU Activity Prediction using Representation Learning. CoRR (2017)
Aswin Raghavan, Mohamed R. Amer, Sek M. Chai
BitNet: Bit-Regularized Deep Neural Networks. CoRR (2017)
David C. Zhang, Giorgos Kopanas, Chaitanya Desai, Sek M. Chai, Michael R. Piacentino
Unsupervised underwater fish detection fusing flow and objectiveness. WACV Workshops (2016)
Duckhwan Kim, Jaeha Kung, Sek M. Chai, Sudhakar Yalamanchili, Saibal Mukhopadhyay
Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory. ISCA (2016)
Gooitzen S. van der Wal, David C. Zhang, Indu Kandaswamy, James Marakowitz, Kevin Kaighn, Joe Zhang, Sek M. Chai
FPGA acceleration for feature based processing applications. CVPR Workshops (2015)
Eduardo Gudis, Pullan Lu, David Berends, Kevin Kaighn, Gooitzen S. van der Wal, Gregory Buchanan, Sek M. Chai, Michael R. Piacentino
An Embedded Vision Services Framework for Heterogeneous Accelerators. CVPR Workshops (2013)
Eduardo Gudis, Gooitzen S. van der Wal, Sujit Kuthirummal, Sek M. Chai
Multi-Resolution Real-Time Dense Stereo Vision Processing in FPGA. FCCM (2012)
Eduardo Gudis, Gooitzen S. van der Wal, Sujit Kuthirummal, Sek M. Chai, Supun Samarasekera, Rakesh Kumar, Vlad Branzoi
Stereo Vision embedded system for Augmented Reality. CVPR Workshops (2012)
Abelardo López-Lagunas, Sek M. Chai
Streaming Data Movement for Real-Time Image Analysis. J. Signal Process. Syst. 62 (1) (2011)
David C. Zhang, Sek M. Chai, Gooitzen S. van der Wal
Method of image fusion and enhancement using mask pyramid. FUSION (2011)
Konstantis Daloukas, Christos D. Antonopoulos, Nikolaos Bellas, Sek M. Chai
Fisheye lens distortion correction on multicore and hardware accelerator platforms. IPDPS (2010)
Sek M. Chai, Branislav Kisacanin, Nikolaos Bellas
Special issue on embedded vision. Comput. Vis. Image Underst. 114 (11) (2010)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier
Real-Time Fisheye Lens Distortion Correction Using Automatically Generated Streaming Accelerators. FCCM (2009)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier, Abelardo López-Lagunas
Proteus: An architectural synthesis tool based on the stream programming paradigm. FPL (2009)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier
An Architectural Framework for Automated Streaming Kernel Selection. IPDPS (2007)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier
Mapping streaming architectures on reconfigurable platforms. SIGARCH Comput. Archit. News 35 (3) (2007)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier
Template-Based Generation of Streaming Accelators from a High Level Presentation. FCCM (2006)
Abelardo López-Lagunas, Sek M. Chai
Compiler Manipulation of Stream Descriptors for Data Access Optimization. ICPP Workshops (2006)
Sek M. Chai, Nikolaos Bellas, Greg Kujawa, Tom Ziomek, Linda Dawson, Tony Scaminaci, Malcolm Dwyer, Dan Linzmeier
Reconfigurable Streaming Architectures for Embedded Smart Cameras. CVPR Workshops (2006)
Abelardo López-Lagunas, Sek M. Chai
Memory bandwidth optimization through stream descriptors. SIGARCH Comput. Archit. News 34 (1) (2006)
Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier
FPGA implementation of a license plate recognition SoC using automatically generated streaming accelerators. IPDPS (2006)
Sek M. Chai, Abelardo López-Lagunas
Streaming I/O for Imaging Applications. CAMP (2005)
Sek M. Chai, Silviu M. S. A. Chiricescu, Ray Essick, Brian Lucas, Phil May, Kent Moat, Jim Norris, Mike Schuette, Abelardo López-Lagunas
Streaming processors for next-generation mobile imaging applications. IEEE Commun. Mag. 43 (12) (2005)
Sek M. Chai, D. Scott Wills
Systolic Opportunities for Multidimensional Data Streams. IEEE Trans. Parallel Distributed Syst. 13 (4) (2002)
Sek M. Chai, Tarek M. Taha, D. Scott Wills, James D. Meindl
Heterogeneous architecture models for interconnect-motivated system design. IEEE Trans. Very Large Scale Integr. Syst. 8 (6) (2000)
Sek M. Chai, Antonio Gentile, D. Scott Wills
Impact of Power Density Limitation in Gigascale Integration for the SIMD Pixel Processor. ARVLSI (1999)
Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel
Power/Performance Trade-offs for Direct Networks. PCRCW (1997)
Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel
Power Constrained Design of Multiprocessor Interconnection Networks. ICCD (1997)
Phil May, Sek M. Chai, D. Scott Wills
HiPER-P: An Efficient, High-Performance Router for Multicomputer Interconnection Networks. PCRCW (1997)
D. Scott Wills, W. Stephen Lacy, Huy Cat, Michael A. Hopper, Ashutosh Razdan, Sek M. Chai
Pica: An Ultra-Light Processor for High-Througput Applications. ICCD (1993)