Concepedia

Gemma Roig

GR

32

Publications

1.6K

Citations

19

H-Index

2011

Active since

Affiliations

Goethe University Frankfurt(Current)

Singapore University of Technology and Design

Freie Universität Berlin

Hessian Agency for Nature Conservation, Environment and Geology

Gemma Roig is an author at Goethe University Frankfurt specializing in engineering, computer vision, and deep learning.

Top concepts

EngineeringDeep LearningComputer VisionComputer ScienceMachine VisionData ScienceMachine LearningPattern RecognitionImage AnalysisArtificial Intelligence

Publications per year

2011–2024

32

Publications

32

SEEDS: Superpixels Extracted Via Energy-Driven Sampling

Michael Van den Bergh, Xavier Boix, Gemma Roig et al. · International Journal of Computer Vision · 2014 · 240 citations

Machine Vision, Image Analysis, Deep Learning +6

Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig et al. · arXiv (Cornell University) · 2015 · 138 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Foveation Mechanism +15

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran et al. · 2018 · 116 citations

Artificial Intelligence, Data Augmentation, Anomaly Detection +15

Z-Inspection<sup>®</sup>: A Process to Assess Trustworthy AI

Roberto V. Zicari, John Brodersen, James Brusseau et al. · IEEE Transactions on Technology and Society · 2021 · 111 citations · Full text

Artificial Intelligence, Ai System, Engineering +17

Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning

Kshitij Dwivedi, Gemma Roig · 2019 · 99 citations

Engineering, Machine Learning, Similarity Measure +17

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