Paul Wimmer

According to our database, Paul Wimmer authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Shaping sparse training methods for deep neural networks.

Paul Wimmer

PhD thesis, 2024

2023

Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey.

Paul Wimmer, Jens Mehnert, Alexandru Paul Condurache

Artif. Intell. Rev., December, 2023

2022

Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs.

Paul Wimmer, Jens Mehnert, Alexandru Condurache

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

COPS: Controlled Pruning Before Training Starts.

Paul Wimmer, Jens Mehnert, Alexandru Condurache

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

FreezeNet: Full Performance by Reduced Storage Costs.

Paul Wimmer, Jens Mehnert, Alexandru Condurache

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020