Suyog Gupta

According to our database1, Suyog Gupta authored at least 16 papers between 2014 and 2022.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Searching for Efficient Neural Architectures for On-Device ML on Edge TPUs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
A critical review on water quality index tool: Genesis, evolution and future directions.
Ecol. Informatics, 2021

MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Discovering Multi-Hardware Mobile Models via Architecture Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
CoRR, 2020

Accelerator-aware Neural Network Design using AutoML.
CoRR, 2020

2019
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
CoRR, 2019

2018
Compression of End-to-End Models.
Proceedings of the Interspeech 2018, 2018

To Prune, or Not to Prune: Exploring the Efficacy of Pruning for Model Compression.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Guest Editors' Introduction: Hardware and Algorithms for On-Chip Learning.
ACM J. Emerg. Technol. Comput. Syst., 2017

2016
Staleness-Aware Async-SGD for Distributed Deep Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Approximate computing: Challenges and opportunities.
Proceedings of the IEEE International Conference on Rebooting Computing, 2016

Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning.
CoRR, 2015

Deep Learning with Limited Numerical Precision.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Learning Machines Implemented on Non-Deterministic Hardware.
CoRR, 2014


  Loading...