Suyog Gupta
5 papers · 2015–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
IJCAI (2)
CVPR (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
model compression
(2)
stochastic gradient descent
(1)
neural network training
(1)
matrix factorization
(1)
object detection
(1)
knowledge distillation
(1)
distributed learning
(1)
neural architecture search
(1)
parameter server
(1)
deep neural network
(1)
fixed-point arithmetic
(1)
model efficiency
(1)
asynchronous stochastic gradient descent
(1)
model accuracy
(1)
parameter sparsity
(1)
end-to-end speech recognition
(1)
distributed deep learning
(1)
stochastic rounding
(1)
mobile object detection
(1)
accelerator optimization
(1)
Papers
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
CVPR 2021
Compression of End-to-End Models
INTERSPEECH 2018
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study
IJCAI 2017
Staleness-Aware Async-SGD for Distributed Deep Learning
IJCAI 2016
Deep Learning with Limited Numerical Precision
ICML 2015