297 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Chalmers University of TechnologySE10 papers
- University of GothenburgSE2 papers
- Aalto UniversityFI1 paper
- AI Sweden1 paper
- California Institute of TechnologyUS1 paper
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR1 paper
- Centre Inria de l'Université de LilleFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Columbia UniversityUS1 paper
- Dalle Molle Institute for Artificial Intelligence ResearchCH1 paper
- European Organization for Nuclear ResearchCH1 paper
- Fermi National Accelerator LaboratoryUS1 paper
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 1 cited
Improving traffic sign recognition by active search
S. Jaghouar, H. Gustafsson, B. Mehlig +2
We describe an iterative active-learning algorithm to recognise rare traffic signs. A standard ResNet is trained on a training set containing only a single sample of the rare class…
cs.LG2021★ 131 cited
Fast convolutional neural networks on FPGAs with hls4ml
Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti +17
We introduce an automated tool for deploying ultra low-latency, low-power deep neural networks with convolutional layers on FPGAs. By extending the hls4ml library, we demonstrate a…