19 citations · 28 across the 3 of their papers we have counts for
3 papers
Learned Thresholds Token Merging and Pruning for Vision Transformers
Maxim Bonnaerens, Joni Dambre
Vision transformers have demonstrated remarkable success in a wide range of computer vision tasks over the last years. However, their high computational costs remain a significant…
Hardware-aware mobile building block evaluation for computer vision
Maxim Bonnaerens, Matthias Freiberger, Marian Verhelst +1
In this work we propose a methodology to accurately evaluate and compare the performance of efficient neural network building blocks for computer vision in a hardware-aware manner.…
Anchor Pruning for Object Detection
Maxim Bonnaerens, Matthias Freiberger, Joni Dambre
This paper proposes anchor pruning for object detection in one-stage anchor-based detectors. While pruning techniques are widely used to reduce the computational cost of convolutio…