Concepedia

Navjot Singh

NS

Statistics

Publications

9

Citations

222

H-Index

9

Active since

2007

Affiliations

University of California, Los Angeles(Current)

DEVCOM Army Research Laboratory

Navjot Singh is an author at University of California, Los Angeles specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningComputer EngineeringDistributed LearningCommunication ComplexityImage AnalysisMachine Vision

Publications per year

2007–2022

9

Publications

9

DeepFake Video Detection: A Time-Distributed Approach

Amritpal Singh, Amanpreet Singh Saimbhi, Navjot Singh et al. · SN Computer Science · 2020 · 51 citations

Machine Vision, Machine Learning, Image Analysis +10

SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization

Navjot Singh, Deepesh Data, Jemin George et al. · IEEE Transactions on Automatic Control · 2022 · 48 citations

Population Protocol, Engineering, Machine Learning +12

Improved Residual Network based on norm-preservation for visual recognition

Bharat Mahaur, K. K. Mishra, Navjot Singh · Neural Networks · 2022 · 32 citations

Image Classification, Machine Vision, Image Analysis +7

SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization

Navjot Singh, Deepesh Data, Jemin George et al. · 2020 · 27 citations

Cluster Computing, Graph Sparsity, Engineering +19

SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization

Navjot Singh, Deepesh Data, Jemin George et al. · 2021 · 16 citations · Full text

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