Philipose, Matthai

14 publications

ICML 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

NeurIPS 2018 Heterogeneous Bitwidth Binarization in Convolutional Neural Networks Joshua Fromm, Shwetak Patel, Matthai Philipose

ICLR 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

CVPR 2017 Fast Video Classification via Adaptive Cascading of Deep Models Haichen Shen, Seungyeop Han, Matthai Philipose, Arvind Krishnamurthy

AAAI 2014 Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements Matthai Philipose

CVPRW 2010 Online Semi-Supervised Perception: Real-Time Learning Without Explicit Feedback Branislav Kveton, Matthai Philipose, Michal Valko, Ling Huang

CVPRW 2009 Egocentric Recognition of Handled Objects: Benchmark and Analysis Xiaofeng Ren, Matthai Philipose

AAAI 2008 Structure Learning on Large Scale Common Sense Statistical Models of Human State William Pentney, Matthai Philipose, Jeff A. Bilmes

ICCV 2007 A Scalable Approach to Activity Recognition Based on Object Use Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, James M. Rehg

IJCAI 2007 Common Sense Based Joint Training of Human Activity Recognizers Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, Matthai Philipose

AAAI 2007 Learning Large Scale Common Sense Models of Everyday Life William Pentney, Matthai Philipose, Jeff A. Bilmes, Henry A. Kautz

AAAI 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

IJCAI 2005 Maximum a Posteriori Path Estimation with Input Trace Perturbation: Algorithms and Application to Credible Rating of Human Routines Daniel H. Wilson, Matthai Philipose

AAAI 2005 Unsupervised Activity Recognition Using Automatically Mined Common Sense Danny Wyatt, Matthai Philipose, Tanzeem Choudhury