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ORCIDSek M. Chai
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Journal Articles
- 2022
[j13]Hengyue Liu
, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu:
Dynamically throttleable neural networks. Mach. Vis. Appl. 33(4): 59 (2022)- 2018
- [j12]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): 440-456 (2018) - [j11]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): 873-876 (2018) - [j10]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): 877-890 (2018) - 2016
- [j9]Xueyang Wang, Sek Meng Chai, Michael A. Isnardi, Sehoon Lim, Ramesh Karri:
Hardware Performance Counter-Based Malware Identification and Detection with Adaptive Compressive Sensing. ACM Trans. Archit. Code Optim. 13(1): 3:1-3:23 (2016) - 2011
- [j8]Abelardo López-Lagunas, Sek M. Chai:
Streaming Data Movement for Real-Time Image Analysis. J. Signal Process. Syst. 62(1): 29-42 (2011) - 2010
- [j7]Sek M. Chai, Branislav Kisacanin, Nikolaos Bellas:
Special issue on embedded vision. Comput. Vis. Image Underst. 114(11): 1115 (2010) - 2007
- [j6]Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier:
Mapping streaming architectures on reconfigurable platforms. SIGARCH Comput. Archit. News 35(3): 2-8 (2007) - 2006
- [j5]Abelardo López-Lagunas, Sek M. Chai:
Memory bandwidth optimization through stream descriptors. SIGARCH Comput. Archit. News 34(1): 57-64 (2006) - 2005
- [j4]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): 81-89 (2005) - 2002
- [j3]Sek M. Chai, D. Scott Wills:
Systolic Opportunities for Multidimensional Data Streams. IEEE Trans. Parallel Distributed Syst. 13(4): 388-398 (2002) - 2000
- [j2]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): 660-670 (2000) - [j1]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:
Bidirectional single fiber low-cost optoelectronic interconnect for automotive applications. IEEE Trans. Veh. Technol. 49(1): 281-286 (2000)
Conference and Workshop Papers
- 2019
- [c24]Sek M. Chai, Kilho Son, Jesse Hostetler:
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines. EMC2@HPCA/CVPR/ISCA 2019: 6-10 - [c23]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: 160-167 - 2016
- [c22]Duckhwan Kim, Jaeha Kung, Sek M. Chai, Sudhakar Yalamanchili, Saibal Mukhopadhyay:
Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory. ISCA 2016: 380-392 - [c21]David C. Zhang, Giorgos Kopanas, Chaitanya Desai, Sek M. Chai, Michael R. Piacentino:
Unsupervised underwater fish detection fusing flow and objectiveness. WACV Workshops 2016: 1-7 - 2015
- [c20]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: 42-47 - 2013
- [c19]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: 598-603 - 2012
- [c18]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: 15-20 - [c17]Eduardo Gudis, Gooitzen S. van der Wal, Sujit Kuthirummal, Sek M. Chai:
Multi-Resolution Real-Time Dense Stereo Vision Processing in FPGA. FCCM 2012: 29-32 - [c16]Sek Meng Chai, Yingxue Li, Michael A. Isnardi, Arkady Kopansky:
Vision Guided Compression on low-bit rate channels. VCIP 2012: 1 - 2011
- [c15]David C. Zhang, Sek M. Chai, Gooitzen S. van der Wal:
Method of image fusion and enhancement using mask pyramid. FUSION 2011: 1-8 - 2010
- [c14]Konstantis Daloukas, Christos D. Antonopoulos, Nikolaos Bellas, Sek M. Chai:
Fisheye lens distortion correction on multicore and hardware accelerator platforms. IPDPS 2010: 1-10 - 2009
- [c13]Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier:
Real-Time Fisheye Lens Distortion Correction Using Automatically Generated Streaming Accelerators. FCCM 2009: 149-156 - [c12]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: 596-599 - 2007
- [c11]Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier:
An Architectural Framework for Automated Streaming Kernel Selection. IPDPS 2007: 1-7 - 2006
- [c10]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: 122 - [c9]Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier:
Template-Based Generation of Streaming Accelators from a High Level Presentation. FCCM 2006: 345-346 - [c8]Abelardo López-Lagunas, Sek M. Chai:
Compiler Manipulation of Stream Descriptors for Data Access Optimization. ICPP Workshops 2006: 337-344 - [c7]Nikolaos Bellas, Sek M. Chai, Malcolm Dwyer, Dan Linzmeier:
FPGA implementation of a license plate recognition SoC using automatically generated streaming accelerators. IPDPS 2006 - 2005
- [c6]Sek M. Chai, Abelardo López-Lagunas:
Streaming I/O for Imaging Applications. CAMP 2005: 178-183 - 1999
- [c5]Sek M. Chai, Antonio Gentile, D. Scott Wills:
Impact of Power Density Limitation in Gigascale Integration for the SIMD Pixel Processor. ARVLSI 1999: 57-71 - 1997
- [c4]Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel:
Power Constrained Design of Multiprocessor Interconnection Networks. ICCD 1997: 408-416 - [c3]Phil May, Sek M. Chai, D. Scott Wills:
HiPER-P: An Efficient, High-Performance Router for Multicomputer Interconnection Networks. PCRCW 1997: 103-118 - [c2]Chirag S. Patel, Sek M. Chai, Sudhakar Yalamanchili, David E. Schimmel:
Power/Performance Trade-offs for Direct Networks. PCRCW 1997: 231-246 - 1993
- [c1]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: 410-414
Informal and Other Publications
- 2020
- [i8]Hengyue Liu, Samyak Parajuli, Jesse Hostetler, Sek M. Chai, Bir Bhanu:
Dynamically Throttleable Neural Networks (TNN). CoRR abs/2011.02836 (2020) - 2019
- [i7]Aswin Raghavan, Jesse Hostetler, Sek M. Chai:
Generative Memory for Lifelong Reinforcement Learning. CoRR abs/1902.08349 (2019) - 2018
- [i6]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 abs/1806.06496 (2018) - [i5]Samyak Parajuli, Aswin Raghavan, Sek M. Chai:
Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks. CoRR abs/1811.04985 (2018) - [i4]Kilho Son, Jesse Hostetler, Sek M. Chai:
Bootstrapping Deep Neural Networks from Image Processing and Computer Vision Pipelines. CoRR abs/1811.12108 (2018) - 2017
- [i3]Sek M. Chai, Aswin Raghavan, David C. Zhang, Mohamed R. Amer, Timothy J. Shields:
Low Precision Neural Networks using Subband Decomposition. CoRR abs/1703.08595 (2017) - [i2]Aswin Raghavan, Mohamed R. Amer, Timothy J. Shields, David C. Zhang, Sek M. Chai:
GPU Activity Prediction using Representation Learning. CoRR abs/1703.09146 (2017) - [i1]Aswin Raghavan, Mohamed R. Amer, Sek M. Chai:
BitNet: Bit-Regularized Deep Neural Networks. CoRR abs/1708.04788 (2017)
Coauthor Index
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