Concepedia

Julien Siems

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Statistics

Publications

6

Citations

294

H-Index

6

Active since

2019

Affiliations

University of Freiburg(Current)

Julien Siems is an author at University of Freiburg specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningComputer EngineeringComputer ArchitectureArtificial IntelligenceParallel ProgrammingBig Data

Publications per year

2019–2023

6

Publications

6

Faster training of Mask R-CNN by focusing on instance boundaries

R. Zimmermann, Julien Siems · Computer Vision and Image Understanding · 2019 · 82 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Machine Vision +10

NAS-Bench-301 and the Case for Surrogate Benchmarks for Neural Architecture Search

Julien Siems, Lucas Zimmer, Arber Zela et al. · 2021 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +22

NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search

Arber Zela, Julien Siems, Frank Hutter · arXiv (Cornell University) · 2020 · 60 citations · Full text

Artificial Intelligence, Few-shot Learning, Hyperparameter Estimation +15

NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural\n Architecture Search

Arber Zela, Julien Siems, Frank Hutter · arXiv (Cornell University) · 2020 · 40 citations · Full text

Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks

Arber Zela, Julien Siems, Lucas Zimmer et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Storage Performance, Engineering, Machine Learning +23

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