Matthai Philipose

85 papers A* 22A 8B 2C 1Misc 10Journal 25Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Neurosymbolic Language Reasoning as Satisfiability Modulo Theory. CoRR Hyunseok Oh, Sam Stern, Youngki Lee, Matthai Philipose
2023	J	`jnl`	Symphony: Optimized Model Serving using Centralized Orchestration. CoRR Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Matthai Philipose, Arvind Krishnamurthy
2021	A*	`conf`	Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size. ICML Jack Kosaian, Amar Phanishayee, Matthai Philipose, Debadeepta Dey, Rashmi Vinayak
2020	—	`conf`	Riptide: Fast End-to-End Binarized Neural Networks. MLSys Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel
2019	A*	`conf`	Nexus: a GPU cluster engine for accelerating DNN-based video analysis. SOSP Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram
2018	A*	`conf`	Focus: Querying Large Video Datasets with Low Latency and Low Cost. OSDI Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
2018	J	`jnl`	Focus: Querying Large Video Datasets with Low Latency and Low Cost. CoRR Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodík, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu
2018	A*	`conf`	Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. NeurIPS Joshua Fromm, Shwetak N. Patel, Matthai Philipose
2018	J	`jnl`	Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. CoRR Josh Fromm, Shwetak N. Patel, Matthai Philipose
2018	Misc	`conf`	Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection. ICASSP Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
2018	—	`conf`	Querying Videos Using DNN Generated Labels. HILDA@SIGMOD Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath
2018	Misc	`conf`	VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
2017	A	`conf`	Demo: Live Video Stream Triggers. MobiSys Lenin Ravindranath, Matthai Philipose, Peter Bodík, Paramvir Bahl
2017	—	`conf`	Do Deep Convolutional Nets Really Need to be Deep and Convolutional? ICLR (Poster) Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana
2017	A*	`conf`	Fast Video Classification via Adaptive Cascading of Deep Models. CVPR Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
2017	A	`conf`	Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision. MobiSys Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan
2017	Misc	`conf`	Live Video Analytics at Scale with Approximation and Delay-Tolerance. NSDI Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodík, Matthai Philipose, Paramvir Bahl, Michael J. Freedman
2017	J	`jnl`	Precision Scaling of Neural Networks for Efficient Audio Processing. CoRR Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
2017	J	`jnl`	Real-Time Video Analytics: The Killer App for Edge Computing. Computer Ganesh Ananthanarayanan, Paramvir Bahl, Peter Bodík, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath, Sudipta Sinha
2016	A*	`conf`	Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
2016	J	`jnl`	Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? CoRR Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson
2016	J	`jnl`	Fast Video Classification via Adaptive Cascading of Deep Models. CoRR Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy
2016	A	`conf`	MCDNN: An Approximation-Based Execution Framework for Deep Stream Processing Under Resource Constraints. MobiSys Seungyeop Han, Haichen Shen, Matthai Philipose, Sharad Agarwal, Alec Wolman, Arvind Krishnamurthy
2015	J	`jnl`	Compressing LSTMs into CNNs. CoRR Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
2015	A	`conf`	SAPPHIRE: an always-on context-aware computer vision system for portable devices. DATE Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Matthai Philipose, Bodhi Priyantha, Mohammed Shoaib
2014	J	`jnl`	Approximation trade-offs in a Markovian stream warehouse: An empirical study. Inf. Syst. Julie Letchner, Magdalena Balazinska, Christopher Ré, Matthai Philipose
2014	J	`jnl`	Automatic objects segmentation with RGB-D cameras. J. Vis. Commun. Image Represent. Haowei Liu, Matthai Philipose, Ming-Ting Sun
2014	—	`conf`	Courteous glass. UbiComp Adjunct Jaeyeon Jung, Matthai Philipose
2014	A*	`conf`	Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements. AAAI Matthai Philipose
2014	—	`conf`	Energy scaling in multi-tiered sensing systems through compressive sensing. CICC Mohammed Shoaib, Jie Liu, Matthai Philipose
2014	—	`conf`	GlimpseData: towards continuous vision-based personal analytics. WPA@MobiSys Seungyeop Han, Rajalakshmi Nandakumar, Matthai Philipose, Arvind Krishnamurthy, David Wetherall
2014	J	`jnl`	Recognizing object manipulation activities using depth and visual cues. J. Vis. Commun. Image Represent. Haowei Liu, Matthai Philipose, Martin Pettersson, Ming-Ting Sun
2014	—	`conf`	Vision: the case for cellular small cells for cloudlets. MCS@MobiSys Sharad Agarwal, Matthai Philipose, Paramvir Bahl
2013	J	`jnl`	ACM HotMobile 2013 demo: NLify: mobile spoken natural language interfaces for everyone. ACM SIGMOBILE Mob. Comput. Commun. Rev. Seungyeop Han, Matthai Philipose, Yun-Cheng Ju
2013	A	`conf`	Energy characterization and optimization of image sensing toward continuous mobile vision. MobiSys Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl
2013	A	`conf`	Energy proportional image sensors for continuous mobile vision. MobiSys Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl
2013	Misc	`conf`	NLify: lightweight spoken natural language interfaces via exhaustive paraphrasing. UbiComp Seungyeop Han, Matthai Philipose, Yun-Cheng Ju
2013	A	`conf`	The Case for Onloading Continuous High-Datarate Perception to the Phone. HotOS Seungyeop Han, Matthai Philipose
2012	B	`conf`	Automatic object segmentation with 3-D cameras. ICIP Haowei Liu, Matthai Philipose, Ming-Ting Sun
2012	—	`conf`	Recognizing object manipulation activities using depth and visual cues. APSIPA Haowei Liu, Matthai Philipose, Ming-Ting Sun
2012	—	`conf`	VISION: cloud-powered sight for all: showing the cloud what you see. MCS Paramvir Bahl, Matthai Philipose, Lin Zhong
2011	B	`conf`	Automated facial affect analysis for one-on-one tutoring applications. FG Nicholas J. Butko, Georgios Theocharous, Matthai Philipose, Javier R. Movellan
2011	J	`jnl`	Introduction to the special issue on intelligent systems for activity recognition. ACM Trans. Intell. Syst. Technol. Daqing Zhang, Matthai Philipose, Qiang Yang
2011	A	`conf`	Towards a Physical and Personal Math Coin Tutoring System. AIED Georgios Theocharous, Nicholas J. Butko, Matthai Philipose
2010	A*	`conf`	Approximation trade-offs in Markovian stream processing: An empirical study. ICDE Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2010	—	`conf`	Online semi-supervised perception: Real-time learning without explicit feedback. CVPR Workshops Branislav Kveton, Matthai Philipose, Michal Valko, Ling Huang
2010	—	`conf`	Relational Learning for Collective Classification of Entities in Images. StarAI@AAAI Anton Chechetka, Denver Dash, Matthai Philipose
2009	A*	`conf`	Access Methods for Markovian Streams. ICDE Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2009	A*	`conf`	Bonfire: a nomadic system for hybrid laptop-tabletop interaction. UIST Shaun K. Kane, Daniel Avrahami, Jacob O. Wobbrock, Beverly L. Harrison, Adam D. Rea, Matthai Philipose, Anthony LaMarca
2009	—	`conf`	Egocentric recognition of handled objects: Benchmark and analysis. CVPR Workshops Xiaofeng Ren, Matthai Philipose
2009	J	`jnl`	Lahar Demonstration: Warehousing Markovian Streams. Proc. VLDB Endow. Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2009	Misc	`conf`	Recognizing daily activities with RFID-based sensors. UbiComp Michael Buettner, Richa Prasad, Matthai Philipose, David Wetherall
2008	J	`jnl`	Challenges for Event Queries over Markovian Streams. IEEE Internet Comput. Julie Letchner, Christopher Ré, Magdalena Balazinska, Matthai Philipose
2008	J	`jnl`	Relational Transformation-based Tagging for Activity Recognition. Fundam. Informaticae Niels Landwehr, Bernd Gutmann, Ingo Thon, Luc De Raedt, Matthai Philipose
2008	A*	`conf`	Structure Learning on Large Scale Common Sense Statistical Models of Human State. AAAI William Pentney, Matthai Philipose, Jeff A. Bilmes
2007	Misc	`conf`	A Long-Term Evaluation of Sensing Modalities for Activity Recognition. UbiComp Beth Logan, Jennifer Healey, Matthai Philipose, Emmanuel Munguia Tapia, Stephen S. Intille
2007	A*	`conf`	A Scalable Approach to Activity Recognition based on Object Use. ICCV Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, James M. Rehg
2007	Misc	`conf`	A Statistical Reasoning System for Medication Prompting. UbiComp Sengul Vurgun, Matthai Philipose, Misha Pavel
2007	A*	`conf`	Common Sense Based Joint Training of Human Activity Recognizers. IJCAI Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, Matthai Philipose
2007	J	`jnl`	Energy Scavenging for Inductively Coupled Passive RFID Systems. IEEE Trans. Instrum. Meas. Bing Jiang, Joshua R. Smith, Matthai Philipose, Sumit Roy, Kishore Sundara-Rajan, Alexander V. Mamishev
2007	A*	`conf`	Learning Large Scale Common Sense Models of Everyday Life. AAAI William Pentney, Matthai Philipose, Jeff A. Bilmes, Henry A. Kautz
2006	—	`conf`	Building Reliable Activity Models Using Hierarchical Shrinkage and Mined Ontology. Pervasive Emmanuel Munguia Tapia, Tanzeem Choudhury, Matthai Philipose
2006	A*	`conf`	Sensor-Based Understanding of Daily Life via Large-Scale Use of Common Sense. AAAI William Pentney, Ana-Maria Popescu, Shiaokai Wang, Henry A. Kautz, Matthai Philipose
2006	J	`jnl`	Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives. IEEE Data Eng. Bull. Tanzeem Choudhury, Matthai Philipose, Danny Wyatt, Jonathan Lester
2006	J	`jnl`	Unobtrusive long-range detection of passive RFID tag motion. IEEE Trans. Instrum. Meas. Bing Jiang, Kenneth P. Fishkin, Sumit Roy, Matthai Philipose
2005	—	`—`	Automatic staged compilation. Matthai Philipose
2005	J	`jnl`	Battery-free wireless identification and sensing. IEEE Pervasive Comput. Matthai Philipose, Joshua R. Smith, Bing Jiang, Alexander V. Mamishev, Sumit Roy, Kishore Sundara-Rajan
2005	Misc	`conf`	Fine-Grained Activity Recognition by Aggregating Abstract Object Usage. ISWC Donald J. Patterson, Dieter Fox, Henry A. Kautz, Matthai Philipose
2005	Misc	`conf`	Hands-On RFID: Wireless Wearables for Detecting Use of Objects. ISWC Kenneth P. Fishkin, Matthai Philipose, Adam D. Rea
2005	—	`conf`	ID Modulation: Embedding Sensor Data in an RFID Timeseries. Information Hiding Joshua R. Smith, Bing Jiang, Sumit Roy, Matthai Philipose, Kishore Sundara-Rajan, Alexander V. Mamishev
2005	A*	`conf`	Maximum A Posteriori Path Estimation with Input Trace Perturbation: Algorithms and Application to Credible Rating of Human Routines. IJCAI Daniel H. Wilson, Matthai Philipose
2005	J	`jnl`	RFID-based techniques for human-activity detection. Commun. ACM Joshua R. Smith, Kenneth P. Fishkin, Bing Jiang, Alexander V. Mamishev, Matthai Philipose, Adam D. Rea, Sumit Roy, Kishore Sundara-Rajan
2005	A*	`conf`	Unsupervised Activity Recognition Using Automatically Mined Common Sense. AAAI Danny Wyatt, Matthai Philipose, Tanzeem Choudhury
2004	Misc	`conf`	I Sense a Disturbance in the Force: Unobtrusive Detection of Interactions with RFID-tagged Objects. UbiComp Kenneth P. Fishkin, Bing Jiang, Matthai Philipose, Sumit Roy
2004	J	`jnl`	Inferring Activities from Interactions with Objects. IEEE Pervasive Comput. Matthai Philipose, Kenneth P. Fishkin, Mike Perkowitz, Donald J. Patterson, Dieter Fox, Henry A. Kautz, Dirk Hähnel
2004	A*	`conf`	Mapping and Localization with RFID Technology. ICRA Dirk Hähnel, Wolfram Burgard, Dieter Fox, Kenneth P. Fishkin, Matthai Philipose
2004	A*	`conf`	Mining models of human activities from the web. WWW Mike Perkowitz, Matthai Philipose, Kenneth P. Fishkin, Donald J. Patterson
2003	—	`conf`	River: An Infrastructure for Context Dependent, Reactive Communication Primitives. WMCSA Jong Hee Kang, Matthai Philipose, Gaetano Borriello
2002	A*	`conf`	Towards automatic construction of staged compilers. POPL Matthai Philipose, Craig Chambers, Susan J. Eggers
2000	J	`jnl`	DyC: an expressive annotation-directed dynamic compiler for C. Theor. Comput. Sci. Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
2000	J	`jnl`	The benefits and costs of DyC's run-time optimizations. ACM Trans. Program. Lang. Syst. Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
1999	A*	`conf`	An Evaluation of Staged Run-Time Optimizations in DyC. PLDI Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers
1999	—	`conf`	An evaluation of staged run-time optimizations in DyC (with retrospective) Best of PLDI Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers
1997	C	`conf`	Annotation-Directed Run-Time Specialization in C. PEPM Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers
1996	A*	`conf`	Fast, Effective Dynamic Compilation. PLDI Joel Auslander, Matthai Philipose, Craig Chambers, Susan J. Eggers, Brian N. Bershad