Matthai Philipose
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
43
Venues
24
Active years
1996–2021
Best venue rank
A*
Where they publish
- AMobisys7 papers
- A*AAAI6 papers
- A*CVPR3 papers
- A*PLDI3 papers
- A*ICML2 papers
- A*ICDE2 papers
- A*IJCAI2 papers
- Journal PublishedISWC2 papers
- A*SOSP1 paper
- MulticonferenceICASSP1 paper
- A*OSDI1 paper
- A*SIGMOD1 paper
- A*ICLR1 paper
- NationalNSDI1 paper
- ADATE1 paper
- AHotOS1 paper
- BICIP1 paper
- AAIED1 paper
- A*UIST1 paper
- A*ICCV1 paper
- A*ICRA1 paper
- A*WWW1 paper
- A*POPL1 paper
- CPEPM1 paper
Papers
43 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2021 | ICML | Boosting the Throughput and Accelerator Utilization of Specialized CNN Inference Beyond Increasing Batch Size. | Jack Kosaian, Amar Phanishayee, Matthai Philipose, Debadeepta Dey, Rashmi Vinayak |
| 2019 | SOSP | 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 |
| 2018 | ICASSP | 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 | OSDI | Focus: Querying Large Video Datasets with Low Latency and Low Cost. | Kevin Hsieh, Ganesh Ananthanarayanan, Peter Bodk, Shivaram Venkataraman, Paramvir Bahl, Matthai Philipose, Phillip B. Gibbons, Onur Mutlu |
| 2018 | SIGMOD | Querying Videos Using DNN Generated Labels. | Yifan Wu, Steven Mark Drucker, Matthai Philipose, Lenin Ravindranath |
| 2017 | CVPR | Fast Video Classification via Adaptive Cascading of Deep Models. | Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy |
| 2017 | ICLR | Do Deep Convolutional Nets Really Need to be Deep and Convolutional? | Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, zlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana |
| 2017 | Mobisys | Glimpse: A Programmable Early-Discard Camera Architecture for Continuous Mobile Vision. | Saman Naderiparizi, Pengyu Zhang, Matthai Philipose, Bodhi Priyantha, Jie Liu, Deepak Ganesan |
| 2017 | Mobisys | Demo: Live Video Stream Triggers. | Lenin Ravindranath, Matthai Philipose, Peter Bodk, Paramvir Bahl |
| 2017 | NSDI | Live Video Analytics at Scale with Approximation and Delay-Tolerance. | Haoyu Zhang, Ganesh Ananthanarayanan, Peter Bodk, Matthai Philipose, Paramvir Bahl, Michael J. Freedman |
| 2016 | ICML | 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, zlem Aslan |
| 2016 | Mobisys | 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 |
| 2015 | DATE | 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 |
| 2014 | AAAI | Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements. | Matthai Philipose |
| 2014 | Mobisys | Vision: the case for cellular small cells for cloudlets. | Sharad Agarwal, Matthai Philipose, Paramvir Bahl |
| 2014 | Mobisys | GlimpseData: towards continuous vision-based personal analytics. | Seungyeop Han, Rajalakshmi Nandakumar, Matthai Philipose, Arvind Krishnamurthy, David Wetherall |
| 2013 | HotOS | The Case for Onloading Continuous High-Datarate Perception to the Phone. | Seungyeop Han, Matthai Philipose |
| 2013 | Mobisys | Energy characterization and optimization of image sensing toward continuous mobile vision. | Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl |
| 2013 | Mobisys | Energy proportional image sensors for continuous mobile vision. | Robert LiKamWa, Bodhi Priyantha, Matthai Philipose, Lin Zhong, Paramvir Bahl |
| 2012 | ICIP | Automatic object segmentation with 3-D cameras. | Haowei Liu, Matthai Philipose, Ming-Ting Sun |
| 2011 | AIED | Towards a Physical and Personal Math Coin Tutoring System. | Georgios Theocharous, Nicholas J. Butko, Matthai Philipose |
| 2010 | AAAI | Relational Learning for Collective Classification of Entities in Images. | Anton Chechetka, Denver Dash, Matthai Philipose |
| 2010 | CVPR | Online semi-supervised perception: Real-time learning without explicit feedback. | Branislav Kveton, Matthai Philipose, Michal Valko, Ling Huang |
| 2010 | ICDE | Approximation trade-offs in Markovian stream processing: An empirical study. | Julie Letchner, Christopher R, Magdalena Balazinska, Matthai Philipose |
| 2009 | CVPR | Egocentric recognition of handled objects: Benchmark and analysis. | Xiaofeng Ren, Matthai Philipose |
| 2009 | ICDE | Access Methods for Markovian Streams. | Julie Letchner, Christopher R, Magdalena Balazinska, Matthai Philipose |
| 2009 | UIST | 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 |
| 2008 | AAAI | Structure Learning on Large Scale Common Sense Statistical Models of Human State. | William Pentney, Matthai Philipose, Jeff A. Bilmes |
| 2007 | AAAI | Learning Large Scale Common Sense Models of Everyday Life. | William Pentney, Matthai Philipose, Jeff A. Bilmes, Henry A. Kautz |
| 2007 | ICCV | A Scalable Approach to Activity Recognition based on Object Use. | Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, James M. Rehg |
| 2007 | IJCAI | Common Sense Based Joint Training of Human Activity Recognizers. | Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, Matthai Philipose |
| 2006 | AAAI | 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 |
| 2005 | AAAI | Unsupervised Activity Recognition Using Automatically Mined Common Sense. | Danny Wyatt, Matthai Philipose, Tanzeem Choudhury |
| 2005 | IJCAI | Maximum A Posteriori Path Estimation with Input Trace Perturbation: Algorithms and Application to Credible Rating of Human Routines. | Daniel H. Wilson, Matthai Philipose |
| 2005 | ISWC | Hands-On RFID: Wireless Wearables for Detecting Use of Objects. | Kenneth P. Fishkin, Matthai Philipose, Adam D. Rea |
| 2005 | ISWC | Fine-Grained Activity Recognition by Aggregating Abstract Object Usage. | Donald J. Patterson, Dieter Fox, Henry A. Kautz, Matthai Philipose |
| 2004 | ICRA | Mapping and Localization with RFID Technology. | Dirk Hhnel, Wolfram Burgard, Dieter Fox, Kenneth P. Fishkin, Matthai Philipose |
| 2004 | WWW | Mining models of human activities from the web. | Mike Perkowitz, Matthai Philipose, Kenneth P. Fishkin, Donald J. Patterson |
| 2002 | POPL | Towards automatic construction of staged compilers. | Matthai Philipose, Craig Chambers, Susan J. Eggers |
| 1999 | PLDI | An Evaluation of Staged Run-Time Optimizations in DyC. | Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers |
| 1999 | PLDI | An evaluation of staged run-time optimizations in DyC (with retrospective) | Brian Grant, Matthai Philipose, Markus Mock, Craig Chambers, Susan J. Eggers |
| 1997 | PEPM | Annotation-Directed Run-Time Specialization in C. | Brian Grant, Markus Mock, Matthai Philipose, Craig Chambers, Susan J. Eggers |
| 1996 | PLDI | Fast, Effective Dynamic Compilation. | Joel Auslander, Matthai Philipose, Craig Chambers, Susan J. Eggers, Brian N. Bershad |