| DeepCABAC: A universal compression algorithm for deep neural networks S Wiedemann, H Kirchhoffer, S Matlage, P Haase, A Marban, T Marinč, ... IEEE Journal of Selected Topics in Signal Processing 14 (4), 700-714, 2020 | 123 | 2020 |
| CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding F Sattler, A Marban, R Rischke, W Samek IEEE Transactions on Network Science and Engineering, 2021 | 118* | 2021 |
| A recurrent convolutional neural network approach for sensorless force estimation in robotic surgery A Marban, V Srinivasan, W Samek, J Fernández, A Casals Biomedical Signal Processing and Control 50, 134-150, 2019 | 89 | 2019 |
| A recurrent neural network approach for 3d vision-based force estimation AI Aviles, A Marban, P Sobrevilla, J Fernandez, A Casals 2014 4th international conference on image processing theory, tools and …, 2014 | 48 | 2014 |
| Entropy-constrained training of deep neural networks S Wiedemann, A Marban, KR Müller, W Samek 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 36 | 2019 |
| Robustifying models against adversarial attacks by langevin dynamics V Srinivasan, C Rohrer, A Marban, KR Müller, W Samek, S Nakajima Neural Networks 137, 1-17, 2021 | 31 | 2021 |
| Estimation of interaction forces in robotic surgery using a semi-supervised deep neural network model A Marban, V Srinivasan, W Samek, J Fernández, A Casals 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 26 | 2018 |
| Deepcabac: Context-adaptive binary arithmetic coding for deep neural network compression S Wiedemann, H Kirchhoffer, S Matlage, P Haase, A Marban, T Marinc, ... arXiv preprint arXiv:1905.08318, 2019 | 25 | 2019 |
| Haptic feedback in surgical robotics: Still a challenge A Marbán, A Casals, J Fernández, J Amat ROBOT2013: First Iberian Robotics Conference: Advances in Robotics, Vol. 1 …, 2014 | 25 | 2014 |
| Learning sparse & ternary neural networks with entropy-constrained trained ternarization (ec2t) A Marban, D Becking, S Wiedemann, W Samek Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 19 | 2020 |
| Dependent scalar quantization for neural network compression P Haase, H Schwarz, H Kirchhoffer, S Wiedemann, T Marinc, A Marban, ... 2020 IEEE International Conference on Image Processing (ICIP), 36-40, 2020 | 12 | 2020 |
| Counterstrike: Defending deep learning architectures against adversarial samples by langevin dynamics with supervised denoising autoencoder V Srinivasan, A Marban, KR Müller, W Samek, S Nakajima arXiv preprint arXiv:1805.12017, 2018 | 12 | 2018 |
| Estimating position & velocity in 3d space from monocular video sequences using a deep neural network A Marban, V Srinivasan, W Samek, J Fernández, A Casals Proceedings of the IEEE International Conference on Computer Vision …, 2017 | 10 | 2017 |
| New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning P Wagner, N Strodthoff, P Wurzel, A Marban, S Scharf, H Schäfer, ... Scientific Reports 12 (1), 18991, 2022 | 6 | 2022 |
| Defense against adversarial attacks by langevin dynamics V Srinivasan, A Marban, KR Muller, W Samek, S Nakajima arXiv preprint arXiv:1805.12017, 2019 | 3 | 2019 |
| Vision based sensor substitution in robotic assisted surgery A Marbán González Universitat Politècnica de Catalunya, 2018 | | 2018 |
| Diseño y construcción de micro-fresadora CNC para el maquinado de polímeros biocompatibles en régimen de enfriamiento por CO2 AM González | | 2010 |
