Benedikt Staffler

13 papers A* 3Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Multi-objective Differentiable Neural Architecture Search. ICLR Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter
2024	A*	`conf`	HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. NeurIPS Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Jörg K. H. Franke, Frank Hutter
2024	J	`jnl`	HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models. CoRR Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Jörg K. H. Franke, Frank Hutter
2024	J	`jnl`	LLM Compression with Neural Architecture Search. CoRR Rhea Sanjay Sukthanker, Benedikt Staffler, Frank Hutter, Aaron Klein
2024	J	`jnl`	Multi-objective Differentiable Neural Architecture Search. CoRR Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter
2023	J	`jnl`	Neural Architecture Search for Dense Prediction Tasks in Computer Vision. Int. J. Comput. Vis. Rohit Mohan, Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter
2022	J	`jnl`	Neural Architecture Search for Dense Prediction Tasks in Computer Vision. CoRR Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter
2021	J	`jnl`	Bag of Tricks for Neural Architecture Search. CoRR Thomas Elsken, Benedikt Staffler, Arber Zela, Jan Hendrik Metzen, Frank Hutter
2020	A*	`conf`	Meta-Learning of Neural Architectures for Few-Shot Learning. CVPR Thomas Elsken, Benedikt Staffler, Jan Hendrik Metzen, Frank Hutter
2019	—	`—`	Machine Learning for Connectomics. Benedikt Staffler
2019	J	`jnl`	Meta-Learning of Neural Architectures for Few-Shot Learning. CoRR Thomas Elsken, Benedikt Staffler, Jan Hendrik Metzen, Frank Hutter
2018	—	`conf`	Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets. ECCV Workshops (6) Toufiq Parag, Daniel R. Berger, Lee Kamentsky, Benedikt Staffler, Donglai Wei, Moritz Helmstaedter, Jeff W. Lichtman, Hanspeter Pfister
2018	J	`jnl`	Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets. CoRR Toufiq Parag, Daniel R. Berger, Lee Kamentsky, Benedikt Staffler, Donglai Wei, Moritz Helmstaedter, Jeff W. Lichtman, Hanspeter Pfister