| 2024 | ECCV | SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning. | Bac Nguyen, Stefan Uhlich, Fabien Cardinaux, Lukas Mauch, Marzieh Edraki, Aaron C. Courville |
| 2024 | ICLR | Order-Preserving GFlowNets. | Yihang Chen, Lukas Mauch |
| 2020 | ICLR | Mixed Precision DNNs: All you need is a good parametrization. | Stefan Uhlich, Lukas Mauch, Fabien Cardinaux, Kazuki Yoshiyama, Javier Alonso Garca, Stephen Tiedemann, Thomas Kemp, Akira Nakamura |
| 2018 | ICASSP | Automatic Motion Artifact Detection for Whole-Body Magnetic Resonance Imaging. | Thomas Kustner, Marvin Jandt, Annika Liebgott, Lukas Mauch, Petros Martirosian, Fabian Bamberg, Konstantin Nikolaou, Sergios Gatidis, Fritz Schick, Bin Yang |
| 2018 | ICIP | Binary Segmentation Based Class Extension in Semantic Image Segmentation Using Convolutional Neural Networks. | Chunlai Wang, Jiawei Yu, Lukas Mauch, Bin Yang |
| 2017 | ICASSP | Selecting optimal layer reduction factors for model reduction of deep neural networks. | Lukas Mauch, Bin Yang |
| 2017 | ICASSP | A novel layerwise pruning method for model reduction of fully connected deep neural networks. | Lukas Mauch, Bin Yang |
| 2016 | ICASSP | A novel DNN-HMM-based approach for extracting single loads from aggregate power signals. | Lukas Mauch, Bin Yang |
| 2012 | VTC | Bi-Directional DFEs for Plastic Optical Fiber Based In-Vehicle Infotainment System at 2-3Gbit/s. | Yixuan Wang, Lukas Mauch, Joachim Speidel |