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 001; Moritz Helmstaedter; Jeff W. Lichtman; Hanspeter Pfister (ECCV Workshops (6), 2018)

Machine Learning for Connectomics. - Benedikt Staffler (2019)

Meta-Learning of Neural Architectures for Few-Shot Learning. - Thomas Elsken; Benedikt Staffler; Jan Hendrik Metzen; Frank Hutter (CVPR, 2020)

Bag of Tricks for Neural Architecture Search. - Thomas Elsken; Benedikt Staffler; Arber Zela; Jan Hendrik Metzen; Frank Hutter (CoRR, 2021)

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 (CoRR, 2022)

Neural Architecture Search for Dense Prediction Tasks in Computer Vision. - Rohit Mohan; Thomas Elsken; Arber Zela; Jan Hendrik Metzen; Benedikt Staffler; Thomas Brox; Abhinav Valada; Frank Hutter (Int. J. Comput. Vis., 2023)

HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. - Rhea Sukthanker; Arber Zela; Benedikt Staffler; Aaron Klein; Lennart Purucker; Jörg K. H. Franke; Frank Hutter (NeurIPS, 2024)

HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. - Rhea Sanjay Sukthanker; Arber Zela; Benedikt Staffler; Jörg K. H. Franke; Frank Hutter (CoRR, 2024)

LLM Compression with Neural Architecture Search. - Rhea Sanjay Sukthanker; Benedikt Staffler; Frank Hutter; Aaron Klein (CoRR, 2024)

Multi-objective Differentiable Neural Architecture Search. - Rhea Sanjay Sukthanker; Arber Zela; Benedikt Staffler; Samuel Dooley; Josif Grabocka; Frank Hutter (ICLR, 2025)