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Kaisheng Ma
Kaisheng Ma
Institute for Interdisciplinary Information Sciences, Tsinghua University
Verified email at mail.tsinghua.edu.cn - Homepage
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Cited by
Year
Be your own teacher: Improve the performance of convolutional neural networks via self distillation
L Zhang, J Song, A Gao, J Chen, C Bao, K Ma
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
5292019
Architecture exploration for ambient energy harvesting nonvolatile processors
K Ma, Y Zheng, S Li, K Swaminathan, X Li, Y Liu, J Sampson, Y Xie, ...
2015 IEEE 21st International Symposium on High Performance Computer …, 2015
2562015
Pconv: The missing but desirable sparsity in dnn weight pruning for real-time execution on mobile devices
X Ma, FM Guo, W Niu, X Lin, J Tang, K Ma, B Ren, Y Wang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5117-5124, 2020
1472020
Ambient energy harvesting nonvolatile processors: From circuit to system
Y Liu, Z Li, H Li, Y Wang, X Li, K Ma, S Li, MF Chang, S John, Y Xie, J Shu, ...
Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015
1452015
Adversarial robustness vs. model compression, or both?
S Ye, K Xu, S Liu, H Cheng, JH Lambrechts, H Zhang, A Zhou, K Ma, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 111-120, 2019
1292019
Nonvolatile memory design based on ferroelectric FETs
S George, K Ma, A Aziz, X Li, A Khan, S Salahuddin, MF Chang, S Datta, ...
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
1122016
Improve object detection with feature-based knowledge distillation: Towards accurate and efficient detectors
L Zhang, K Ma
International Conference on Learning Representations, 2021
992021
Tunnel FET RF rectifier design for energy harvesting applications
H Liu, X Li, R Vaddi, K Ma, S Datta, V Narayanan
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 4 (4 …, 2014
952014
Enabling energy-efficient nonvolatile computing with negative capacitance FET
X Li, J Sampson, A Khan, K Ma, S George, A Aziz, SK Gupta, ...
IEEE Transactions on Electron Devices 64 (8), 3452-3458, 2017
822017
Nonvolatile processor architecture exploration for energy-harvesting applications
K Ma, X Li, S Li, Y Liu, JJ Sampson, Y Xie, V Narayanan
IEEE Micro 35 (5), 32-40, 2015
722015
Scan: A scalable neural networks framework towards compact and efficient models
L Zhang, Z Tan, J Song, J Chen, C Bao, K Ma
Advances in Neural Information Processing Systems 32, 2019
622019
Self-distillation: Towards efficient and compact neural networks
L Zhang, C Bao, K Ma
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4388-4403, 2021
612021
Advancing nonvolatile computing with nonvolatile NCFET latches and flip-flops
X Li, S George, K Ma, WY Tsai, A Aziz, J Sampson, SK Gupta, MF Chang, ...
IEEE Transactions on Circuits and Systems I: Regular Papers 64 (11), 2907-2919, 2017
572017
Incidental computing on IoT nonvolatile processors
K Ma, X Li, J Li, Y Liu, Y Xie, J Sampson, MT Kandemir, V Narayanan
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
542017
Low power adiabatic logic based on FinFETs
N Liao, XX Cui, K Liao, KS Ma, D Wu, W Wei, R Li, DS Yu
Science China information sciences 57, 1-13, 2014
532014
Non-structured DNN weight pruning—Is it beneficial in any platform?
X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ...
IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021
522021
RF-powered systems using steep-slope devices
X Li, H Liu, UD Heo, K Ma, S Datta, V Narayanan
New Circuits and Systems Conference (NEWCAS), 73-76, 2014
512014
Design of nonvolatile SRAM with ferroelectric FETs for energy-efficient backup and restore
X Li, K Ma, S George, WS Khwa, J Sampson, S Gupta, Y Liu, MF Chang, ...
IEEE Transactions on Electron Devices 64 (7), 3037-3040, 2017
472017
Nonvolatile processor architectures: Efficient, reliable progress with unstable power
K Ma, X Li, K Swaminathan, Y Zheng, S Li, Y Liu, Y Xie, JJ Sampson, ...
IEEE Micro 36 (3), 72-83, 2016
392016
Nonvolatile Processor Architectures: Efficient, Reliable Progress with Unstable Power
K Ma, X Li, K Swaminathan, Y Zheng, S Li, Y Liu, J Sampson, Y Xie, ...
IEEE Micro 36 (3), 72-83, 2016
392016
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