Concepedia

Naren Sarayu Manoj

NS

4

Publications

286

Citations

4

H-Index

2019

Active since

Affiliations

Toyota Technological Institute at Chicago(Current)

Naren Sarayu Manoj is an author at Toyota Technological Institute at Chicago specializing in computer vision, image analysis, and engineering.

Top concepts

EngineeringImage AnalysisComputer VisionRobust ModelingComputer ScienceMachine LearningComputational ImagingUncertainty QuantificationAdversarial Machine LearningBias

Publications per year

2019–2020

4

Publications

4

Development and Validation of a Deep Learning Algorithm for Gleason Grading of Prostate Cancer From Biopsy Specimens

Kunal Nagpal, Davis Foote, Fraser Elisabeth Tan et al. · JAMA Oncology · 2020 · 210 citations · Full text

Quantifying Perceptual Distortion of Adversarial Examples

Matt Jordan, Naren Sarayu Manoj, Surbhi Goel et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Engineering, Machine Learning, Information Forensics +16

Random Smoothing Might be Unable to Certify L∞ Robustness for High-Dimensional Images

Avrim Blum, Travis Dick, Naren Sarayu Manoj et al. · Journal of Machine Learning Research · 2020 · 30 citations

Image Analysis, Engineering, Robust Modeling +10

Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images

Avrim Blum, Travis Dick, Naren Sarayu Manoj et al. · arXiv (Cornell University) · 2020 · 15 citations · Full text

Engineering, Machine Learning, Random Smoothing +19

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