187 citations · 350 across the 15 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 56 cited
Fast and accurate object detection in high resolution 4K and 8K video using GPUs
Vít Růžička, Franz Franchetti
Machine learning has celebrated a lot of achievements on computer vision tasks such as object detection, but the traditionally used models work with relatively low resolution image…
cs.LG2018★ 42 cited
High Performance Zero-Memory Overhead Direct Convolutions
Jiyuan Zhang, Franz Franchetti, Tze Meng Low
The computation of convolution layers in deep neural networks typically rely on high performance routines that trade space for time by using additional memory (either for packing p…