Jens Mehnert

According to our database, Jens Mehnert authored at least 15 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Squeeze-and-Remember Block.

Rinor Cakaj, Jens Mehnert, Bin Yang

CoRR, 2024

Spectral Wavelet Dropout: Regularization in the Wavelet Domain.

Rinor Cakaj, Jens Mehnert, Bin Yang

CoRR, 2024

CNN Mixture-of-Depths.

Rinor Cakaj, Jens Mehnert, Bin Yang

CoRR, 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

Instant Complexity Reduction in CNNs using Locality-Sensitive Hashing.

Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache

CoRR, 2023

Spectral Batch Normalization: Normalization in the Frequency Domain.

Rinor Cakaj, Jens Mehnert, Bin Yang

Proceedings of the International Joint Conference on Neural Networks, 2023

Weight Compander: A Simple Weight Reparameterization for Regularization.

Rinor Cakaj, Jens Mehnert, Bin Yang

Proceedings of the International Joint Conference on Neural Networks, 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

2011

Analysis of the rate of convergence of least squares neural network regression estimates in case of measurement errors.

Michael Kohler, Jens Mehnert

Neural Networks, 2011

Evaluation of different approaches for road course estimation using imaging radar.

Frederik Sarholz, Jens Mehnert, Jens Klappstein, Jürgen Dickmann, Bernd Radig

Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2008

Better external memory suffix array construction.

Roman Dementiev, Juha Kärkkäinen, Jens Mehnert, Peter Sanders

ACM J. Exp. Algorithmics, 2008

Automatic recognition of German news focusing on future-directed beliefs and intentions.

Judith Eckle-Kohler, Michael Kohler, Jens Mehnert

Comput. Speech Lang., 2008

2004

Engineering a Sorted List Data Structure for 32 Bit Key.

Roman Dementiev, Lutz Kettner, Jens Mehnert, Peter Sanders

Proceedings of the Sixth Workshop on Algorithm Engineering and Experiments and the First Workshop on Analytic Algorithmics and Combinatorics, 2004