no code implementations • 15 Mar 2024 • Soikat Hasan Ahmed, Jan Finkbeiner, Emre Neftci
Event cameras offer high temporal resolution and dynamic range with minimal motion blur, making them promising for object detection tasks.
no code implementations • 7 Nov 2023 • Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci
To overcome this limitation, we explore sparse and recurrent model training on a massively parallel multiple instruction multiple data (MIMD) architecture with distributed local memory.
1 code implementation • 21 Mar 2023 • Nathan Leroux, Jan Finkbeiner, Emre Neftci
However, the self-attention mechanism often used in Transformers requires large time windows for each computation step and thus makes them less suitable for online signal processing compared to Recurrent Neural Networks (RNNs).
no code implementations • 23 Jun 2020 • Nils Gählert, Jun-Jun Wan, Nicolas Jourdan, Jan Finkbeiner, Uwe Franke, Joachim Denzler
In this paper we propose a novel 3D single-shot object detection method for detecting vehicles in monocular RGB images.