Matthai Philipose

According to our database, Matthai Philipose authored at least 81 papers between 1996 and 2023.

Collaborative distances:

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

2023

Symphony: Optimized Model Serving using Centralized Orchestration.

Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Matthai Philipose, Arvind Krishnamurthy

CoRR, 2023

2021

Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size.

Jack Kosaian, Amar Phanishayee, Matthai Philipose, Debadeepta Dey, Rashmi Vinayak

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Riptide: Fast End-to-End Binarized Neural Networks.

Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel

Proceedings of Machine Learning and Systems 2020, 2020

2019

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

Proceedings of the 27th ACM Symposium on Operating Systems Principles, 2019

2018

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

CoRR, 2018

Querying Videos Using DNN Generated Labels.

Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

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

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Heterogeneous Bitwidth Binarization in Convolutional Neural Networks.

Joshua Fromm, Shwetak N. Patel, Matthai Philipose

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection.

Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

VideoEdge: Processing Camera Streams using Hierarchical Clusters.

Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose

Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

2017

Precision Scaling of Neural Networks for Efficient Audio Processing.

Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

CoRR, 2017

Real-Time Video Analytics: The Killer App for Edge Computing.

Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha

Computer, 2017

Live Video Analytics at Scale with Approximation and Delay-Tolerance.

Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Demo: Live Video Stream Triggers.

Lenin Ravindranath, Matthai Philipose, Peter Bodík, Paramvir Bahl

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision.

Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan

Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Do Deep Convolutional Nets Really Need to be Deep and Convolutional?

Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana

Proceedings of the 5th International Conference on Learning Representations, 2017

Fast Video Classification via Adaptive Cascading of Deep Models.

Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?

Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson

CoRR, 2016

MCDNN: An Approximation-Based Execution Framework for Deep Stream Processing Under Resource Constraints.

Seungyeop Han, Haichen Shen, Matthai Philipose, Sharad Agarwal, Alec Wolman, Arvind Krishnamurthy

Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Analysis of Deep Neural Networks with Extended Data Jacobian Matrix.

Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Compressing LSTMs into CNNs.

Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton

CoRR, 2015

SAPPHIRE: an always-on context-aware computer vision system for portable devices.

Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Philipose, Bodhi Priyantha, Mohammed Shoaib

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2014

Automatic objects segmentation with RGB-D cameras.

Haowei Liu, Matthai Philipose, Ming-Ting Sun

J. Vis. Commun. Image Represent., 2014

Recognizing object manipulation activities using depth and visual cues.

Haowei Liu, Matthai Philipose, Martin Pettersson, Ming-Ting Sun

J. Vis. Commun. Image Represent., 2014

Approximation trade-offs in a Markovian stream warehouse: An empirical study.

Julie Letchner, Magdalena Balazinska, Christopher Ré, Matthai Philipose

Inf. Syst., 2014

GlimpseData: towards continuous vision-based personal analytics.

Seungyeop Han, Rajalakshmi Nandakumar, Matthai Philipose, Arvind Krishnamurthy, David Wetherall

Proceedings of the 2014 Workshop on Physical Analytics, 2014

Vision: the case for cellular small cells for cloudlets.

Sharad Agarwal, Matthai Philipose, Paramvir Bahl

Proceedings of the Fifth International Workshop on Mobile Cloud Computing & Services, 2014

Courteous glass.

Jaeyeon Jung, Matthai Philipose

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Energy scaling in multi-tiered sensing systems through compressive sensing.

Mohammed Shoaib, Jie Liu, Matthai Philipose

Proceedings of the IEEE 2014 Custom Integrated Circuits Conference, 2014

Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements.

Matthai Philipose

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

ACM HotMobile 2013 demo: NLify: mobile spoken natural language interfaces for everyone.

Seungyeop Han, Matthai Philipose, Yun-Cheng Ju

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013

Energy proportional image sensors for continuous mobile vision.

Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl

Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Energy characterization and optimization of image sensing toward continuous mobile vision.

Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl

Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

NLify: lightweight spoken natural language interfaces via exhaustive paraphrasing.

Seungyeop Han, Matthai Philipose, Yun-Cheng Ju

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

The Case for Onloading Continuous High-Datarate Perception to the Phone.

Seungyeop Han, Matthai Philipose

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

2012

Automatic object segmentation with 3-D cameras.

Haowei Liu, Matthai Philipose, Ming-Ting Sun

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Recognizing object manipulation activities using depth and visual cues.

Haowei Liu, Matthai Philipose, Ming-Ting Sun

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Introduction to the special issue on intelligent systems for activity recognition.

Daqing Zhang, Matthai Philipose, Qiang Yang

ACM Trans. Intell. Syst. Technol., 2011

Automated facial affect analysis for one-on-one tutoring applications.

Nicholas J. Butko, Georgios Theocharous, Matthai Philipose, Javier R. Movellan

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Towards a Physical and Personal Math Coin Tutoring System.

Georgios Theocharous, Nicholas J. Butko, Matthai Philipose

Proceedings of the Artificial Intelligence in Education - 15th International Conference, 2011

2010

Approximation trade-offs in Markovian stream processing: An empirical study.

Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose

Proceedings of the 26th International Conference on Data Engineering, 2010

Online semi-supervised perception: Real-time learning without explicit feedback.

Branislav Kveton, Matthai Philipose, Michal Valko, Ling Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Relational Learning for Collective Classification of Entities in Images.

Anton Chechetka, Denver Dash, Matthai Philipose

Proceedings of the Statistical Relational Artificial Intelligence, 2010

2009

Lahar Demonstration: Warehousing Markovian Streams.

Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose

Proc. VLDB Endow., 2009

Bonfire: a nomadic system for hybrid laptop-tabletop interaction.

Shaun K. Kane, Daniel Avrahami, Jacob O. Wobbrock, Beverly L. Harrison, Adam D. Rea, Matthai Philipose, Anthony LaMarca

Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology, 2009

Access Methods for Markovian Streams.

Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose

Proceedings of the 25th International Conference on Data Engineering, 2009

Recognizing daily activities with RFID-based sensors.

Michael Buettner, Richa Prasad, Matthai Philipose, David Wetherall

Proceedings of the UbiComp 2009: Ubiquitous Computing, 2009

Egocentric recognition of handled objects: Benchmark and analysis.

Xiaofeng Ren, Matthai Philipose

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008

Challenges for Event Queries over Markovian Streams.

Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose

IEEE Internet Comput., 2008

Relational Transformation-based Tagging for Activity Recognition.

Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose

Fundam. Informaticae, 2008

Structure Learning on Large Scale Common Sense Statistical Models of Human State.

William Pentney, Matthai Philipose, Jeff A. Bilmes

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Energy Scavenging for Inductively Coupled Passive RFID Systems.

Bing Jiang, Joshua R. Smith, Matthai Philipose, Sumit Roy, Kishore Sundara-Rajan, Alexander V. Mamishev

IEEE Trans. Instrum. Meas., 2007

Common Sense Based Joint Training of Human Activity Recognizers.

Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, Matthai Philipose

Proceedings of the IJCAI 2007, 2007

A Scalable Approach to Activity Recognition based on Object Use.

Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, James M. Rehg

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Statistical Reasoning System for Medication Prompting.

Sengul Vurgun, Matthai Philipose, Misha Pavel

Proceedings of the UbiComp 2007: Ubiquitous Computing, 9th International Conference, 2007

A Long-Term Evaluation of Sensing Modalities for Activity Recognition.

Beth Logan, Jennifer Healey, Matthai Philipose, Emmanuel Munguia Tapia, Stephen S. Intille

Proceedings of the UbiComp 2007: Ubiquitous Computing, 9th International Conference, 2007

Learning Large Scale Common Sense Models of Everyday Life.

William Pentney, Matthai Philipose, Jeff A. Bilmes, Henry A. Kautz

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Unobtrusive long-range detection of passive RFID tag motion.

Bing Jiang, Kenneth P. Fishkin, Sumit Roy, Matthai Philipose

IEEE Trans. Instrum. Meas., 2006

Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives.

Tanzeem Choudhury, Matthai Philipose, Danny Wyatt, Jonathan Lester

IEEE Data Eng. Bull., 2006

Building Reliable Activity Models Using Hierarchical Shrinkage and Mined Ontology.

Emmanuel Munguia Tapia, Tanzeem Choudhury, Matthai Philipose

Proceedings of the Pervasive Computing, 2006

Sensor-Based Understanding of Daily Life via Large-Scale Use of Common Sense.

William Pentney, Ana-Maria Popescu, Shiaokai Wang, Henry A. Kautz, Matthai Philipose

Proceedings of the Proceedings, 2006

2005

Automatic staged compilation.

Matthai Philipose

PhD thesis, 2005

Battery-free wireless identification and sensing.

Matthai Philipose, Joshua R. Smith, Bing Jiang, Alexander V. Mamishev, Sumit Roy, Kishore Sundara-Rajan

IEEE Pervasive Comput., 2005

RFID-based techniques for human-activity detection.

Joshua R. Smith, Kenneth P. Fishkin, Bing Jiang, Alexander V. Mamishev, Matthai Philipose, Adam D. Rea, Sumit Roy, Kishore Sundara-Rajan

Commun. ACM, 2005

Fine-Grained Activity Recognition by Aggregating Abstract Object Usage.

Donald J. Patterson, Dieter Fox, Henry A. Kautz, Matthai Philipose

Proceedings of the Ninth IEEE International Symposium on Wearable Computers (ISWC 2005), 2005

Hands-On RFID: Wireless Wearables for Detecting Use of Objects.

Kenneth P. Fishkin, Matthai Philipose, Adam D. Rea

Proceedings of the Ninth IEEE International Symposium on Wearable Computers (ISWC 2005), 2005

Maximum A Posteriori Path Estimation with Input Trace Perturbation: Algorithms and Application to Credible Rating of Human Routines.

Daniel H. Wilson, Matthai Philipose

Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

ID Modulation: Embedding Sensor Data in an RFID Timeseries.

Joshua R. Smith, Bing Jiang, Sumit Roy, Matthai Philipose, Kishore Sundara-Rajan, Alexander V. Mamishev

Proceedings of the Information Hiding, 7th International Workshop, 2005

Unsupervised Activity Recognition Using Automatically Mined Common Sense.

Danny Wyatt, Matthai Philipose, Tanzeem Choudhury

Proceedings of the Proceedings, 2005

2004

Inferring Activities from Interactions with Objects.

Matthai Philipose, Kenneth P. Fishkin, Mike Perkowitz, Donald J. Patterson, Dieter Fox, Henry A. Kautz, Dirk Hähnel

IEEE Pervasive Comput., 2004

Mining models of human activities from the web.

Mike Perkowitz, Matthai Philipose, Kenneth P. Fishkin, Donald J. Patterson

Proceedings of the 13th international conference on World Wide Web, 2004

Mapping and Localization with RFID Technology.

Dirk Hähnel, Wolfram Burgard, Dieter Fox, Kenneth P. Fishkin, Matthai Philipose

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

I Sense a Disturbance in the Force: Unobtrusive Detection of Interactions with RFID-tagged Objects.

Kenneth P. Fishkin, Bing Jiang, Matthai Philipose, Sumit Roy

Proceedings of the UbiComp 2004: Ubiquitous Computing: 6th International Conference, 2004

2003

River: An Infrastructure for Context Dependent, Reactive Communication Primitives.

Jong Hee Kang, Matthai Philipose, Gaetano Borriello

Proceedings of the 5th IEEE Workshop on Mobile Computing Systems and Applications (WMCSA 2003), 2003

2002

Towards automatic construction of staged compilers.

Matthai Philipose, Craig Chambers, Susan J. Eggers

Proceedings of the Conference Record of POPL 2002: The 29th SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2002

2000

The benefits and costs of DyC's run-time optimizations.

Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers

ACM Trans. Program. Lang. Syst., 2000

DyC: an expressive annotation-directed dynamic compiler for C.

Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers

Theor. Comput. Sci., 2000

1999

An evaluation of staged run-time optimizations in DyC (with retrospective)

Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers

Proceedings of the 20 Years of the ACM SIGPLAN Conference on Programming Language Design and Implementation 1979-1999, 1999

An Evaluation of Staged Run-Time Optimizations in DyC.

Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers

Proceedings of the 1999 ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI), 1999

1997

Annotation-Directed Run-Time Specialization in C.

Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers

Proceedings of the ACM SIGPLAN Symposium on Partial Evaluation and Semantics-Based Program Manipulation (PEPM '97), 1997

1996

Fast, Effective Dynamic Compilation.

Joel Auslander, Matthai Philipose, Craig Chambers, Susan J. Eggers, Brian N. Bershad

Proceedings of the ACM SIGPLAN'96 Conference on Programming Language Design and Implementation (PLDI), 1996