Benedikt Staffler

Researcher, Robert Bosch GmbH, Bosch

Joined

July 2019

Names

Benedikt Staffler

,

Benedikt Sebastian Staffler

Emails

****@de.bosch.com (Confirmed)

Personal Links

Career & Education History

Researcher

Robert Bosch GmbH, Bosch (de.bosch.com)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Patrick van der Smagt

2013 – 2019

Expertise

AutoML

Present

Meta-Learning

Present

Publications

Large Language Model Compression with Neural Architecture Search
Rhea Sanjay Sukthanker, Benedikt Staffler, Frank Hutter, Aaron Klein
- Compression Workshop @ NeurIPS 2024
- Readers: Everyone
Multi-objective Differentiable Neural Architecture Search
Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter
- ICLR 2025 Poster
- Readers: Everyone
Multi-objective Differentiable Neural Architecture Search
Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter
- WANT@ICML 2024 Poster
- Readers: Everyone
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Jörg K.H. Franke, Frank Hutter
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter
- 2022 (modified: 07 Mar 2022)
- CoRR 2022
- Readers: Everyone
Bag of Tricks for Neural Architecture Search
Thomas Elsken, Benedikt Staffler, Arber Zela, Jan Hendrik Metzen, Frank Hutter
- 2021 (modified: 08 Feb 2022)
- CoRR 2021
- Readers: Everyone
Meta-Learning of Neural Architectures for Few-Shot Learning
Thomas Elsken, Benedikt Staffler, Jan Hendrik Metzen, Frank Hutter
- 2020 (modified: 30 Sept 2024)
- CVPR 2020
- Readers: Everyone
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets
Toufiq Parag, Daniel R. Berger, Lee Kamentsky, Benedikt Staffler, Donglai Wei, Moritz Helmstaedter, Jeff W. Lichtman, Hanspeter Pfister
- 2018 (modified: 11 Nov 2022)
- ECCV Workshops (6) 2018
- Readers: Everyone

Co-Authors