Kaisheng Ma

According to our database1, Kaisheng Ma authored at least 41 papers between 2013 and 2020.

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Bibliography

2020
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices.
CoRR, 2020

Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems.
Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

PCNN: Pattern-based Fine-Grained Regular Pruning Towards Optimizing CNN Accelerators.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Auxiliary Training: Towards Accurate and Robust Models.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Design of 2T/Cell and 3T/Cell Nonvolatile Memories with Emerging Ferroelectric FETs.
IEEE Des. Test, 2019

Non-structured DNN Weight Pruning Considered Harmful.
CoRR, 2019

Brain-inspired reverse adversarial examples.
CoRR, 2019

Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM.
CoRR, 2019

Second Rethinking of Network Pruning in the Adversarial Setting.
CoRR, 2019

SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Gated Contiguous Memory U-Net for Single Image Dehazing.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Adversarial Robustness vs. Model Compression, or Both?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Symmetric 2-D-Memory Access to Multidimensional Data.
IEEE Trans. Very Large Scale Integr. Syst., 2018

IAA: Incidental Approximate Architectures for Extremely Energy-Constrained Energy Harvesting Scenarios using IoT Nonvolatile Processors.
IEEE Micro, 2018

Dual Mode Ferroelectric Transistor based Non-Volatile Flip-Flops for Intermittently-Powered Systems.
Proceedings of the International Symposium on Low Power Electronics and Design, 2018

NEOFog: Nonvolatility-Exploiting Optimizations for Fog Computing.
Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

2017
Dynamic Power and Energy Management for Energy Harvesting Nonvolatile Processor Systems.
ACM Trans. Embed. Comput. Syst., 2017

Advancing Nonvolatile Computing With Nonvolatile NCFET Latches and Flip-Flops.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Incidental computing on IoT nonvolatile processors.
Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Evaluating tradeoffs in granularity and overheads in supporting nonvolatile execution semantics.
Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Nonvolatile processors: Why is it trending?
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Spendthrift: Machine learning based resource and frequency scaling for ambient energy harvesting nonvolatile processors.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
Nonvolatile Processor Architectures: Efficient, Reliable Progress with Unstable Power.
IEEE Micro, 2016

Enabling Internet-of-Things with Opportunities Brought by Emerging Devices, Circuits and Architectures.
Proceedings of the VLSI-SoC: System-on-Chip in the Nanoscale Era - Design, Verification and Reliability, 2016

Nonvolatile memory design based on ferroelectric FETs.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Nonvolatile Processor Architecture Exploration for Energy-Harvesting Applications.
IEEE Micro, 2015

Key characterization factors of accurate power modeling for FinFET circuits.
Sci. China Inf. Sci., 2015

Using Multiple-Input NEMS for Parallel A/D Conversion and Image Processing.
Proceedings of the 2015 IEEE Computer Society Annual Symposium on VLSI, 2015

Dynamic Machine Learning Based Matching of Nonvolatile Processor Microarchitecture to Harvested Energy Profile.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Architecture exploration for ambient energy harvesting nonvolatile processors.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

Ambient energy harvesting nonvolatile processors: from circuit to system.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
Tunnel FET RF Rectifier Design for Energy Harvesting Applications.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

Ultra-low power dissipation of improved complementary pass-transistor adiabatic logic circuits based on FinFETs.
Sci. China Inf. Sci., 2014

Low power adiabatic logic based on FinFETs.
Sci. China Inf. Sci., 2014

Rf-powered systems using steep-slope devices.
Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014

Independently-Controlled-Gate FinFET 6T SRAM Cell Design for Leakage Current Reduction and Enhanced Read Access Speed.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014

2013
Leakage Power Reduction of Adiabatic Circuits Based on FinFET Devices.
IEICE Trans. Electron., 2013

A Dynamic-Adjusting Threshold-Voltage Scheme for FinFETs low power designs.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013


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