Search Results for author: Maxim Bonnaerens

Found 3 papers, 2 papers with code

Learned Thresholds Token Merging and Pruning for Vision Transformers

1 code implementation20 Jul 2023 Maxim Bonnaerens, Joni Dambre

Vision transformers have demonstrated remarkable success in a wide range of computer vision tasks over the last years.

Efficient ViTs

Hardware-aware mobile building block evaluation for computer vision

no code implementations26 Aug 2022 Maxim Bonnaerens, Matthias Freiberger, Marian Verhelst, Joni Dambre

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.

Benchmarking Efficient Neural Network

Anchor Pruning for Object Detection

1 code implementation1 Apr 2021 Maxim Bonnaerens, Matthias Freiberger, Joni Dambre

In this work, we show that many anchors in the object detection head can be removed without any loss in accuracy.

Object object-detection +1

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