Matthai Philipose

Researcher, Microsoft

Joined

December 2017

Names

Matthai Philipose

Emails

****@microsoft.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2011 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

neural network implementation

binary networks

neural network performance

neural network hardware acceleration

Present

Publications

Neurosymbolic Language Reasoning as Satisfiability Modulo Theory
Hyunseok Oh, Sam Stern, Youngki Lee, Matthai Philipose
- Submitted to ICLR 2026
- Readers: Everyone
Riptide: Fast End-to-End Binarized Neural Networks
Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel
- 2020 (modified: 14 Sept 2020)
- MLSys 2020
- Readers: Everyone
Nexus: a GPU cluster engine for accelerating DNN-based video analysis
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
- 2019 (modified: 22 Aug 2024)
- SOSP 2019
- Readers: Everyone
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
Joshua Fromm, Shwetak Patel, Matthai Philipose
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
- 2018 (modified: 17 May 2023)
- ICASSP 2018
- Readers: Everyone
VideoEdge: Processing Camera Streams using Hierarchical Clusters
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
- 2018 (modified: 06 Nov 2022)
- SEC 2018
- Readers: Everyone
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
- 2018 (modified: 14 Sept 2020)
- OSDI 2018
- Readers: Everyone
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
- 2018 (modified: 05 Oct 2023)
- CoRR 2018
- Readers: Everyone
Fast Video Classification via Adaptive Cascading of Deep Models
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
- 2017 (modified: 10 Nov 2022)
- CVPR 2017
- Readers: Everyone
Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision
Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan
- 2017 (modified: 06 Feb 2025)
- MobiSys 2017
- Readers: Everyone

View all 24 publications

Co-Authors

View all 64 co-authors