Matthew W. Moskewicz

According to our database, Matthew W. Moskewicz authored at least 20 papers between 2001 and 2020.

Collaborative distances:

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

2020

Accelerating winograd convolutions using symbolic computation and meta-programming.

Arya Mazaheri, Tim Beringer, Matthew W. Moskewicz, Felix Wolf, Ali Jannesari

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2019

Enhancing the Programmability and Performance Portability of GPU Tensor Operations.

Arya Mazaheri, Johannes Schulte, Matthew W. Moskewicz, Felix Wolf, Ali Jannesari

Proceedings of the Euro-Par 2019: Parallel Processing, 2019

DSCnet: Replicating Lidar Point Clouds With Deep Sensor Cloning.

Paden Tomasello, Sammy Sidhu, Anting Shen, Matthew W. Moskewicz, Nobie Redmon, Gayatri Joshi, Romi Phadte, Paras Jain, Forrest N. Iandola

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2017

Implementing Efficient, Portable Computations for Machine Learning.

Matthew W. Moskewicz

PhD thesis, 2017

Shallow Networks for High-accuracy Road Object-detection.

Khalid Ashraf, Bichen Wu, Forrest N. Iandola, Matthew W. Moskewicz, Kurt Keutzer

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

Boda: A Holistic Approach for Implementing Neural Network Computations.

Matthew W. Moskewicz, Ali Jannesari, Kurt Keutzer

Proceedings of the Computing Frontiers Conference, 2017

2016

A Metaprogramming and Autotuning Framework for Deploying Deep Learning Applications.

Matthew W. Moskewicz, Ali Jannesari, Kurt Keutzer

CoRR, 2016

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size.

Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf, Song Han, William J. Dally, Kurt Keutzer

CoRR, 2016

Boda-RTC: Productive generation of portable, efficient code for convolutional neural networks on mobile computing platforms.

Matthew W. Moskewicz, Forrest N. Iandola, Kurt Keutzer

Proceedings of the 12th IEEE International Conference on Wireless and Mobile Computing, 2016

FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters.

Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf, Kurt Keutzer

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling.

Khalid Ashraf, Benjamin Elizalde, Forrest N. Iandola, Matthew W. Moskewicz, Julia Bernd, Gerald Friedland, Kurt Keutzer

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

libHOG: Energy-Efficient Histogram of Oriented Gradient Computation.

Forrest N. Iandola, Matthew W. Moskewicz, Kurt Keutzer

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

DenseNet: Implementing Efficient ConvNet Descriptor Pyramids.

Forrest N. Iandola, Matthew W. Moskewicz, Sergey Karayev, Ross B. Girshick, Trevor Darrell, Kurt Keutzer

CoRR, 2014

2004

Fast cycle-accurate simulation and instruction set generation for constraint-based descriptions of programmable architectures.

Scott J. Weber, Matthew W. Moskewicz, Matthias Gries, Christian Sauer, Kurt Keutzer

Proceedings of the 2nd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2004

2003

CAMA: A Multi-Valued Satisfiability Solver.

Cong Liu, Andreas Kuehlmann, Matthew W. Moskewicz

Proceedings of the 2003 International Conference on Computer-Aided Design, 2003

2002

Developing Architectural Platforms: A Disciplined Approach.

Andrew Mihal, Chidamber Kulkarni, Matthew W. Moskewicz, Mel M. Tsai, Niraj Shah, Scott J. Weber, Yujia Jin, Kurt Keutzer, Christian Sauer, Kees A. Vissers, Sharad Malik

IEEE Des. Test Comput., 2002

2001

Accelerating boolean satisfiability through application specific processing.

Ying Zhao, Sharad Malik, Matthew W. Moskewicz, Conor F. Madigan

Proceedings of the 14th International Symposium on Systems Synthesis, 2001

Matching Architecture to Application Via Configurable Processors: A Case Study with Boolean Satisfiability Problem.

Ying Zhao, Sharad Malik, Albert R. Wang, Matthew W. Moskewicz, Conor F. Madigan

Proceedings of the 19th International Conference on Computer Design (ICCD 2001), 2001

Efficient Conflict Driven Learning in Boolean Satisfiability Solver.

Lintao Zhang, Conor F. Madigan, Matthew W. Moskewicz, Sharad Malik

Proceedings of the 2001 IEEE/ACM International Conference on Computer-Aided Design, 2001

Chaff: Engineering an Efficient SAT Solver.

Matthew W. Moskewicz, Conor F. Madigan, Ying Zhao, Lintao Zhang, Sharad Malik

Proceedings of the 38th Design Automation Conference, 2001