Alexander Gepperth

Statistics

Publications

Citations

932

H-Index

Active since

2005

Affiliations

École Nationale Supérieure de Techniques Avancées(Current)

Honda (Germany)

Fulda University of Applied Sciences

Honda (Japan)

Université Paris-Saclay

Alexander Gepperth is an author at École Nationale Supérieure de Techniques Avancées specializing in engineering, computer science, and machine vision.

ORCID

Top concepts

EngineeringComputer SciencePattern RecognitionImage AnalysisMachine VisionComputer VisionMachine LearningData ScienceDeep LearningObject Detection

Publications per year

2005–2023

Publications

Incremental learning algorithms and applications

Alexander Gepperth, Barbara Hammer · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 231 citations · Full text

A Bio-Inspired Incremental Learning Architecture for Applied Perceptual Problems

Alexander Gepperth, Cem Karaoguz · Cognitive Computation · 2016 · 151 citations · Full text

Artificial Intelligence, Incremental Learning, Cognitive Science +6

A comprehensive, application-oriented study of catastrophic forgetting in DNNs

Benedikt Pfülb, Alexander Gepperth · arXiv (Cornell University) · 2019 · 58 citations · Full text

Data Augmentation, Cf Behavior, Engineering +13

Predicting Network Flow Characteristics Using Deep Learning and Real-World Network Traffic

Christoph Hardegen, Benedikt Pfülb, Sebastian Rieger et al. · IEEE Transactions on Network and Service Management · 2020 · 52 citations · Full text

Convolutional Neural Network, Internet Traffic Analysis, Engineering +19

A multi-modal system for road detection and segmentation

Xiao Hu, Sergio Rodríguez, Alexander Gepperth · 2014 · 50 citations

Engineering, Road Detection, Point Cloud Processing +16

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