2 hasil untuk "Nottebaum, Moritz"
Menampilkan 1–2 · 0,33 detik · RSS
-
Preprint Teks lengkap
CPUBone: Efficient Vision Backbone Design for Devices with Low Parallelization Capabilities
Recent research on vision backbone architectures has predominantly focused on optimizing efficiency for hardware platforms with high parallel processing capabilities. This category increasingly includes embedded systems such as mobile phones and embedded AI accelerator modules. In contrast, CPUs do…
-
Preprint Teks lengkap
Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones
Vision backbone networks play a central role in modern computer vision. Enhancing their efficiency directly benefits a wide range of downstream applications. To measure efficiency, many publications rely on MACs (Multiply Accumulate operations) as a predictor of execution time. In this paper, we…