Matthai Philipose

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 22

Top Topics

Video Analytics

Compressive Sensing

Top Venues

J. Vis. Commun. Image Represent.

Publications

Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Matthai Philipose, Arvind Krishnamurthy
Symphony: Optimized Model Serving using Centralized Orchestration. CoRR (2023)
Jack Kosaian, Amar Phanishayee, Matthai Philipose, Debadeepta Dey, Rashmi Vinayak
Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size. ICML (2021)
Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel
Riptide: Fast End-to-End Binarized Neural Networks. MLSys (2020)
Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
Nexus: a GPU cluster engine for accelerating DNN-based video analysis. SOSP (2019)
Joshua Fromm, Shwetak N. Patel, Matthai Philipose
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. NeurIPS (2018)
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection. ICASSP (2018)
Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath
Querying Videos Using DNN Generated Labels. HILDA@SIGMOD (2018)
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC (2018)
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
Focus: Querying Large Video Datasets with Low Latency and Low Cost. OSDI (2018)
Josh Fromm, Shwetak N. Patel, Matthai Philipose
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. CoRR (2018)
Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
Focus: Querying Large Video Datasets with Low Latency and Low Cost. CoRR (2018)
Lenin Ravindranath, Matthai Philipose, Peter Bodík, Paramvir Bahl
Demo: Live Video Stream Triggers. MobiSys (2017)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? ICLR (Poster) (2017)
Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman
Live Video Analytics at Scale with Approximation and Delay-Tolerance. NSDI (2017)
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
Fast Video Classification via Adaptive Cascading of Deep Models. CVPR (2017)
Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan
Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision. MobiSys (2017)
Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha
Real-Time Video Analytics: The Killer App for Edge Computing. Computer 50 (10) (2017)
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Precision Scaling of Neural Networks for Efficient Audio Processing. CoRR (2017)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson
Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? CoRR (2016)
Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
Fast Video Classification via Adaptive Cascading of Deep Models. CoRR (2016)
Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML (2016)
Seungyeop Han, Haichen Shen, Matthai Philipose, Sharad Agarwal, Alec Wolman, Arvind Krishnamurthy
MCDNN: An Approximation-Based Execution Framework for Deep Stream Processing Under Resource Constraints. MobiSys (2016)
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
Compressing LSTMs into CNNs. CoRR (2015)
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Philipose, Bodhi Priyantha, Mohammed Shoaib
SAPPHIRE: an always-on context-aware computer vision system for portable devices. DATE (2015)
Haowei Liu, Matthai Philipose, Ming-Ting Sun
Automatic objects segmentation with RGB-D cameras. J. Vis. Commun. Image Represent. 25 (4) (2014)
Haowei Liu, Matthai Philipose, Martin Pettersson, Ming-Ting Sun
Recognizing object manipulation activities using depth and visual cues. J. Vis. Commun. Image Represent. 25 (4) (2014)
Mohammed Shoaib, Jie Liu, Matthai Philipose
Energy scaling in multi-tiered sensing systems through compressive sensing. CICC (2014)
Matthai Philipose
Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements. AAAI (2014)
Julie Letchner, Magdalena Balazinska, Christopher Ré, Matthai Philipose
Approximation trade-offs in a Markovian stream warehouse: An empirical study. Inf. Syst. 39 (2014)
Seungyeop Han, Rajalakshmi Nandakumar, Matthai Philipose, Arvind Krishnamurthy, David Wetherall
GlimpseData: towards continuous vision-based personal analytics. WPA@MobiSys (2014)
Jaeyeon Jung, Matthai Philipose
Courteous glass. UbiComp Adjunct (2014)
Sharad Agarwal, Matthai Philipose, Paramvir Bahl
Vision: the case for cellular small cells for cloudlets. MCS@MobiSys (2014)
Seungyeop Han, Matthai Philipose
The Case for Onloading Continuous High-Datarate Perception to the Phone. HotOS (2013)
Seungyeop Han, Matthai Philipose, Yun-Cheng Ju
ACM HotMobile 2013 demo: NLify: mobile spoken natural language interfaces for everyone. ACM SIGMOBILE Mob. Comput. Commun. Rev. 17 (3) (2013)
Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl
Energy proportional image sensors for continuous mobile vision. MobiSys (2013)
Seungyeop Han, Matthai Philipose, Yun-Cheng Ju
NLify: lightweight spoken natural language interfaces via exhaustive paraphrasing. UbiComp (2013)
Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl
Energy characterization and optimization of image sensing toward continuous mobile vision. MobiSys (2013)
Haowei Liu, Matthai Philipose, Ming-Ting Sun
Recognizing object manipulation activities using depth and visual cues. APSIPA (2012)
Paramvir Bahl, Matthai Philipose, Lin Zhong
VISION: cloud-powered sight for all: showing the cloud what you see. MCS (2012)
Haowei Liu, Matthai Philipose, Ming-Ting Sun
Automatic object segmentation with 3-D cameras. ICIP (2012)
Georgios Theocharous, Nicholas J. Butko, Matthai Philipose
Towards a Physical and Personal Math Coin Tutoring System. AIED (2011)
Nicholas J. Butko, Georgios Theocharous, Matthai Philipose, Javier R. Movellan
Automated facial affect analysis for one-on-one tutoring applications. FG (2011)
Daqing Zhang, Matthai Philipose, Qiang Yang
Introduction to the special issue on intelligent systems for activity recognition. ACM Trans. Intell. Syst. Technol. 2 (1) (2011)
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
Approximation trade-offs in Markovian stream processing: An empirical study. ICDE (2010)
Branislav Kveton, Matthai Philipose, Michal Valko, Ling Huang
Online semi-supervised perception: Real-time learning without explicit feedback. CVPR Workshops (2010)
Anton Chechetka, Denver Dash, Matthai Philipose
Relational Learning for Collective Classification of Entities in Images. Statistical Relational Artificial Intelligence (2010)
Xiaofeng Ren, Matthai Philipose
Egocentric recognition of handled objects: Benchmark and analysis. CVPR Workshops (2009)
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
Access Methods for Markovian Streams. ICDE (2009)
Shaun K. Kane, Daniel Avrahami, Jacob O. Wobbrock, Beverly L. Harrison, Adam D. Rea, Matthai Philipose, Anthony LaMarca
Bonfire: a nomadic system for hybrid laptop-tabletop interaction. UIST (2009)
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
Lahar Demonstration: Warehousing Markovian Streams. Proc. VLDB Endow. 2 (2) (2009)
Michael Buettner, Richa Prasad, Matthai Philipose, David Wetherall
Recognizing daily activities with RFID-based sensors. UbiComp (2009)
Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose
Relational Transformation-based Tagging for Activity Recognition. Fundam. Informaticae 89 (1) (2008)
William Pentney, Matthai Philipose, Jeff A. Bilmes
Structure Learning on Large Scale Common Sense Statistical Models of Human State. AAAI (2008)
Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
Challenges for Event Queries over Markovian Streams. IEEE Internet Comput. 12 (6) (2008)
William Pentney, Matthai Philipose, Jeff A. Bilmes, Henry A. Kautz
Learning Large Scale Common Sense Models of Everyday Life. AAAI (2007)
Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, James M. Rehg
A Scalable Approach to Activity Recognition based on Object Use. ICCV (2007)
Bing Jiang, Joshua R. Smith, Matthai Philipose, Sumit Roy, Kishore Sundara-Rajan, Alexander V. Mamishev
Energy Scavenging for Inductively Coupled Passive RFID Systems. IEEE Trans. Instrum. Meas. 56 (1) (2007)
Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, Matthai Philipose
Common Sense Based Joint Training of Human Activity Recognizers. IJCAI (2007)
Beth Logan, Jennifer Healey, Matthai Philipose, Emmanuel Munguia Tapia, Stephen S. Intille
A Long-Term Evaluation of Sensing Modalities for Activity Recognition. UbiComp (2007)
Sengul Vurgun, Matthai Philipose, Misha Pavel
A Statistical Reasoning System for Medication Prompting. UbiComp (2007)
Emmanuel Munguia Tapia, Tanzeem Choudhury, Matthai Philipose
Building Reliable Activity Models Using Hierarchical Shrinkage and Mined Ontology. Pervasive (2006)
William Pentney, Ana-Maria Popescu, Shiaokai Wang, Henry A. Kautz, Matthai Philipose
Sensor-Based Understanding of Daily Life via Large-Scale Use of Common Sense. AAAI (2006)
Bing Jiang, Kenneth P. Fishkin, Sumit Roy, Matthai Philipose
Unobtrusive long-range detection of passive RFID tag motion. IEEE Trans. Instrum. Meas. 55 (1) (2006)
Tanzeem Choudhury, Matthai Philipose, Danny Wyatt, Jonathan Lester
Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives. IEEE Data Eng. Bull. 29 (1) (2006)
Kenneth P. Fishkin, Matthai Philipose, Adam D. Rea
Hands-On RFID: Wireless Wearables for Detecting Use of Objects. ISWC (2005)
Matthai Philipose, Joshua R. Smith, Bing Jiang, Alexander V. Mamishev, Sumit Roy, Kishore Sundara-Rajan
Battery-free wireless identification and sensing. IEEE Pervasive Comput. 4 (1) (2005)
Joshua R. Smith, Kenneth P. Fishkin, Bing Jiang, Alexander V. Mamishev, Matthai Philipose, Adam D. Rea, Sumit Roy, Kishore Sundara-Rajan
RFID-based techniques for human-activity detection. Commun. ACM 48 (9) (2005)
Donald J. Patterson, Dieter Fox, Henry A. Kautz, Matthai Philipose
Fine-Grained Activity Recognition by Aggregating Abstract Object Usage. ISWC (2005)
Daniel H. Wilson, Matthai Philipose
Maximum A Posteriori Path Estimation with Input Trace Perturbation: Algorithms and Application to Credible Rating of Human Routines. IJCAI (2005)
Danny Wyatt, Matthai Philipose, Tanzeem Choudhury
Unsupervised Activity Recognition Using Automatically Mined Common Sense. AAAI (2005)
Joshua R. Smith, Bing Jiang, Sumit Roy, Matthai Philipose, Kishore Sundara-Rajan, Alexander V. Mamishev
ID Modulation: Embedding Sensor Data in an RFID Timeseries. Information Hiding (2005)
Matthai Philipose, Kenneth P. Fishkin, Mike Perkowitz, Donald J. Patterson, Dieter Fox, Henry A. Kautz, Dirk Hähnel
Inferring Activities from Interactions with Objects. IEEE Pervasive Comput. 3 (4) (2004)
Kenneth P. Fishkin, Bing Jiang, Matthai Philipose, Sumit Roy
I Sense a Disturbance in the Force: Unobtrusive Detection of Interactions with RFID-tagged Objects. UbiComp (2004)
Dirk Hähnel, Wolfram Burgard, Dieter Fox, Kenneth P. Fishkin, Matthai Philipose
Mapping and Localization with RFID Technology. ICRA (2004)
Mike Perkowitz, Matthai Philipose, Kenneth P. Fishkin, Donald J. Patterson
Mining models of human activities from the web. WWW (2004)
Jong Hee Kang, Matthai Philipose, Gaetano Borriello
River: An Infrastructure for Context Dependent, Reactive Communication Primitives. WMCSA (2003)
Matthai Philipose, Craig Chambers, Susan J. Eggers
Towards automatic construction of staged compilers. POPL (2002)
Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
DyC: an expressive annotation-directed dynamic compiler for C. Theor. Comput. Sci. 248 (1-2) (2000)
Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
The benefits and costs of DyC's run-time optimizations. ACM Trans. Program. Lang. Syst. 22 (5) (2000)
Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers
An Evaluation of Staged Run-Time Optimizations in DyC. PLDI (1999)
Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers
An evaluation of staged run-time optimizations in DyC (with retrospective) Best of PLDI (1999)
Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
Annotation-Directed Run-Time Specialization in C. PEPM (1997)
Joel Auslander, Matthai Philipose, Craig Chambers, Susan J. Eggers, Brian N. Bershad
Fast, Effective Dynamic Compilation. PLDI (1996)