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Benedikt Pfülb | Researchclopedia

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Benedikt Pfülb

DIPF | Leibniz Institute for Research and Information in Education ORCID

18

Works

267

Citations

8

h-index

8

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Bayesian Methods and Mixture Models Multimodal Machine Learning Applications

Affiliations

Fulda University of Applied Sciences2018–2021

DIPF | Leibniz Institute for Research and Information in Education2023–2023

Top Works

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

Benedikt Pfülb,Alexander Gepperth

201958 citations

Gaussian Processes and Bayesian Inference

Network Security and Intrusion Detection

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

Christoph Hardegen,Benedikt Pfülb,et al.

202052 citations

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

Benedikt Pfülb,Alexander Gepperth

201945 citations

Catastrophic Forgetting: Still a Problem for DNNs

Benedikt Pfülb,Alexander Gepperth,et al.

201821 citations

Flow-based Throughput Prediction using Deep Learning and Real-World Network Traffic

Christoph Hardegen,Benedikt Pfülb,et al.

201921 citations

A Study of Deep Learning for Network Traffic Data Forecasting

Benedikt Pfülb,Christoph Hardegen,et al.

201918 citations

Gradient-Based Training of Gaussian Mixture Models for High-Dimensional Streaming Data

Alexander Gepperth,Benedikt Pfülb

202117 citations

Higher Education Programming Competencies: A Novel Dataset

Natalie Kiesler,Benedikt Pfülb

202313 citations

Gradient-based training of Gaussian Mixture Models in High-Dimensional Spaces

Alexander Gepperth,Benedikt Pfülb

20194 citations