Concepedia

Suyog Gupta

SG

Statistics

Publications

16

Citations

3.6K

H-Index

16

Active since

2015

Affiliations

IBM Research - Thomas J. Watson Research Center(Current)

IBM (United States)

Google (United States)

Cornell University

IBM Research - Almaden

Suyog Gupta is an author at IBM Research - Thomas J. Watson Research Center specializing in computer science, engineering, and deep learning.

Top concepts

EngineeringComputer ScienceDeep LearningMachine LearningData ScienceComputer EngineeringComputer VisionParallel ComputingPattern RecognitionDistributed Learning

Publications per year

2015–2021

16

Publications

16

Deep Learning with Limited Numerical Precision

Suyog Gupta, Ankur Agrawal, Kailash Gopalakrishnan et al. · arXiv (Cornell University) · 2015 · 1.1K citations · Full text

Available Computational Resources, Convolutional Neural Network, Engineering +11

Deep Learning with Limited Numerical Precision

Suyog Gupta, Ankur Agrawal, Kailash Gopalakrishnan et al. · 2015 · 771 citations

To prune, or not to prune: exploring the efficacy of pruning for model compression

Michael Zhu, Suyog Gupta · arXiv (Cornell University) · 2017 · 661 citations · Full text

Prune Deep Networks, Lossy Compression, Geometry Compression +15

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen, Patrick Nguyen, Yonghui Wu et al. · arXiv (Cornell University) · 2019 · 183 citations · Full text

Engineering, Machine Learning, Tensorflow Framework +16

Staleness-aware async-SGD for distributed deep learning

Wei Zhang, Suyog Gupta, Xiangru Lian et al. · International Joint Conference on Artificial Intelligence · 2016 · 155 citations

Convolutional Neural Network, Engineering, Machine Learning +16

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