| Interpreting and explaining deep neural networks for classification of audio signals S Becker, M Ackermann, S Lapuschkin, KR Müller, W Samek arXiv preprint arXiv:1807.03418, 2018 | 254 | 2018 |
| Time-resolved single-cell transcriptomics defines immune trajectories in glioblastoma D Kirschenbaum, K Xie, F Ingelfinger, Y Katzenelenbogen, K Abadie, ... Cell 187 (1), 149-165. e23, 2024 | 35 | 2024 |
| Xpsnr: A low-complexity extension of the perceptually weighted peak signal-to-noise ratio for high-resolution video quality assessment CR Helmrich, M Siekmann, S Becker, S Bosse, D Marpe, T Wiegand ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 25 | 2020 |
| Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network S Bosse, S Becker, KR Müller, W Samek, T Wiegand Digital Signal Processing 91, 54-65, 2019 | 23 | 2019 |
| Predicting Ordinary Differential Equations with Transformers S Becker, M Klein, A Neitz, G Parascandolo, N Kilbertus International Conference on Machine Learning, 1978–2002, 2023 | 15* | 2023 |
| Neural network guided perceptually optimized bit-allocation for block-based image and video compression S Bosse, M Dietzel, S Becker, CR Helmrich, M Siekmann, H Schwarz, ... 2019 IEEE International Conference on Image Processing (ICIP), 126-130, 2019 | 8 | 2019 |
| Odeformer: Symbolic regression of dynamical systems with transformers S d'Ascoli, S Becker, A Mathis, P Schwaller, N Kilbertus International Conference on Learning Representations, 2024 | 7 | 2024 |
| Neural network-based estimation of distortion sensitivity for image quality prediction S Bosse, S Becker, ZV Fisches, W Samek, T Wiegand 2018 25th IEEE International Conference on Image Processing (ICIP), 629-633, 2018 | 7 | 2018 |
| Modeling Single-Cell Dynamics Using Unbalanced Parameterized Monge Maps LV Eyring, D Klein, G Palla, S Becker, P Weiler, N Kilbertus, F Theis NeurIPS 2022 workshop "Learning meaningful representations of life", 2022 | 6 | 2022 |
| Curiously Effective Features for Image Quality Prediction S Becker, T Wiegand, S Bosse 2021 IEEE International Conference on Image Processing (ICIP), 1399-1403, 2021 | 5 | 2021 |
| A neural network model of spatial distortion sensitivity for video quality estimation S Becker, KR Müller, T Wiegand, S Bosse 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 5 | 2019 |
| Transformers in single-cell omics: a review and new perspectives A Szałata, K Hrovatin, S Becker, A Tejada-Lapuerta, H Cui, B Wang, ... Nature Methods 21 (8), 1430-1443, 2024 | 1 | 2024 |
