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COV-ELM classifier: An Extreme Learning Machine based identification of COVID-19 using Chest X-Ray Images

Aug 15, 2020
Sheetal Rajpal, Ankit Rajpal, Navin Lakhyani, Naveen Kumar


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COV-ELM classifier: An Extreme Learning Machine based identification of COVID-19 using Chest-Ray Images

Jul 16, 2020
Sheetal Rajpal, Naveen Kumar, Ankit Rajpal


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Quantized deep learning models on low-power edge devices for robotic systems

Nov 30, 2019
Anugraha Sinha, Naveen Kumar, Murukesh Mohanan, MD Muhaimin Rahman, Yves Quemener, Amina Mim, Suzana Ilić

* Presented at NeurIPS 2019 Workshop on Machine Learning for the Developing World 

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MLPerf Training Benchmark

Oct 30, 2019
Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia


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Incremental Online Spoken Language Understanding

Oct 23, 2019
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis Georgiou, Shrikanth Narayanan


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Scale MLPerf-0.6 models on Google TPU-v3 Pods

Oct 02, 2019
Sameer Kumar, Victor Bitorff, Dehao Chen, Chiachen Chou, Blake Hechtman, HyoukJoong Lee, Naveen Kumar, Peter Mattson, Shibo Wang, Tao Wang, Yuanzhong Xu, Zongwei Zhou


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Multimodal Representation Learning using Deep Multiset Canonical Correlation

Apr 03, 2019
Krishna Somandepalli, Naveen Kumar, Ruchir Travadi, Shrikanth Narayanan


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Device Placement Optimization with Reinforcement Learning

Jun 25, 2017
Azalia Mirhoseini, Hieu Pham, Quoc V. Le, Benoit Steiner, Rasmus Larsen, Yuefeng Zhou, Naveen Kumar, Mohammad Norouzi, Samy Bengio, Jeff Dean

* To appear at ICML 2017 

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