1 code implementation • 11 Dec 2023 • Seul-Ki Yeom, Julian von Klitzing
Semantic segmentation has witnessed remarkable advancements with the adaptation of the Transformer architecture.
1 code implementation • 18 Nov 2021 • Thibault Castells, Seul-Ki Yeom
As an attempt to solve this problem, pruning filters is a common solution, but most existing pruning methods do not preserve the model accuracy efficiently and therefore require a large number of finetuning epochs.
no code implementations • 19 Mar 2021 • Seul-Ki Yeom, Kyung-Hwan Shim, Jee-Hyun Hwang
Despite the remarkable performance, modern deep neural networks are inevitably accompanied by a significant amount of computational cost for learning and deployment, which may be incompatible with their usage on edge devices.
1 code implementation • 18 Dec 2019 • Seul-Ki Yeom, Philipp Seegerer, Sebastian Lapuschkin, Alexander Binder, Simon Wiedemann, Klaus-Robert Müller, Wojciech Samek
The success of convolutional neural networks (CNNs) in various applications is accompanied by a significant increase in computation and parameter storage costs.
Explainable Artificial Intelligence (XAI) Model Compression +2