Concepedia

Pratik Prabhanjan Brahma

PP

4

Publications

243

Citations

4

H-Index

2015

Active since

Affiliations

University of Florida(Current)

Volkswagen Group (United States)

Florida State University

Pratik Prabhanjan Brahma is an author at University of Florida specializing in data science, computer science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningMachine VisionArtificial IntelligenceRobot LearningComputer VisionPattern Recognition

Publications per year

2015–2021

4

Publications

4

Why Deep Learning Works: A Manifold Disentanglement Perspective

Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 191 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +14

Reinforced Robust Principal Component Pursuit

Pratik Prabhanjan Brahma, Yiyuan She, Shijie Li et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 22 citations

Sparse Representation, Machine Vision, Image Analysis +15

Reliability of GAN Generated Data to Train and Validate Perception Systems for Autonomous Vehicles

Weihuang Xu, Nasim Souly, Pratik Prabhanjan Brahma · 2021 · 17 citations

Artificial Intelligence, Engineering, Machine Learning +21

Subset Replay Based Continual Learning for Scalable Improvement of Autonomous Systems

Pratik Prabhanjan Brahma, Adrienne Othon · 2018 · 13 citations

Artificial Intelligence, Incremental Learning, Engineering +22

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