| 2025 | CVPR | Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks. | Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache |
| 2025 | ECAI | PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs. | Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache |
| 2025 | ICCV | Variance-Based Pruning for Accelerating and Compressing Trained Networks. | Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache |
| 2025 | VISIGRAPP | Data-Free Dynamic Compression of CNNs for Tractable Efficiency. | Lukas Meiner, Jens Mehnert, Alexandru Paul Condurache |
| 2024 | ACCV | CNN Mixture-of-Depths. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2024 | ICMLA | Squeeze-and-Remember Block. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2024 | ICMLA | Spectral Wavelet Dropout: Regularization in the Wavelet Domain. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2023 | IJCNN | Weight Compander: A Simple Weight Reparameterization for Regularization. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2023 | IJCNN | Spectral Batch Normalization: Normalization in the Frequency Domain. | Rinor Cakaj, Jens Mehnert, Bin Yang |
| 2022 | CVPR | Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs. | Paul Wimmer, Jens Mehnert, Alexandru Condurache |
| 2021 | IJCNN | COPS: Controlled Pruning Before Training Starts. | Paul Wimmer, Jens Mehnert, Alexandru Condurache |
| 2020 | ACCV | FreezeNet: Full Performance by Reduced Storage Costs. | Paul Wimmer, Jens Mehnert, Alexandru Condurache |
| 2011 | IROS | Evaluation of different approaches for road course estimation using imaging radar. | Frederik Sarholz, Jens Mehnert, Jens Klappstein, Jrgen Dickmann, Bernd Radig |
| 2005 | ALENEX | Better External Memory Suffix Array Construction. | Roman Dementiev, Juha Krkkinen, Jens Mehnert, Peter Sanders |
| 2004 | ALENEX | Engineering a Sorted List Data Structure for 32 Bit Key. | Roman Dementiev, Lutz Kettner, Jens Mehnert, Peter Sanders |