Manjunath Kudlur

Researcher, Startup, Useful Sensors Inc

Joined

May 2024

Names

Manjunath Kudlur (Preferred)

Emails

****@umich.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Startup, Useful Sensors Inc (usefulsensors.com)

2022 – Present

PhD student

EECS, University of Michigan - Ann Arbor (umich.edu)

2002 – 2008

Advisors, Relations & Conflicts

PhD Advisor

Scott Mahlke

2002 – 2008

Expertise

Machine Learning

2008 – 2024

Compilers

2002 – 2024

Publications

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications
Colby Banbury, Emil Njor, Andrea Mattia Garavagno, Mark Mazumder, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
- Accepted by DMLR_Special_Track
- Readers: Everyone
Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection
Colby R. Banbury, Emil J. Njor, Matthew Stewart, Pete Warden, Manjunath Kudlur, Nat Jeffries, Xenofon Fafoutis, Vijay Janapa Reddi
- CoRR 2024
- Readers: Everyone
Dynamic Control Flow in Large-Scale Machine Learning
Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
- CoRR 2018
- Readers: Everyone
Dynamic control flow in large-scale machine learning
Yuan Yu, Martín Abadi, Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis, Jeff Dean, Sanjay Ghemawat, Tim Harley, Peter Hawkins, Michael Isard, Manjunath Kudlur, Rajat Monga, Derek Gordon Murray, Xiaoqiang Zheng
- EuroSys 2018
- Readers: Everyone
Exploring the structure of a real-time, arbitrary neural artistic stylization network
Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens
- 2017 (modified: 25 Feb 2022)
- CoRR 2017
- Readers: Everyone
A Learned Representation For Artistic Style
Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
- 2017 (modified: 25 Feb 2022)
- ICLR (Poster) 2017
- Readers: Everyone
Exploring the structure of a real-time, arbitrary neural artistic stylization network
Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens
- 2017 (modified: 25 Feb 2022)
- BMVC 2017
- Readers: Everyone
Order Matters: Sequence to sequence for sets
Oriol Vinyals, Samy Bengio, Manjunath Kudlur
- ICLR (Poster) 2016
- Readers: Everyone
TensorFlow: A system for large-scale machine learning
Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek Gordon Murray, Benoit Steiner, Paul A. Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke et al. (2 additional authors not shown)
- CoRR 2016
- Readers: Everyone
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg et al. (20 additional authors not shown)
- 2016 (modified: 17 Nov 2021)
- CoRR 2016
- Readers: Everyone

View all 32 publications

Co-Authors

View all 87 co-authors