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Arturo Marban
Arturo Marban
Data scientist / ML Researcher
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Year
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
1012020
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
78*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
782019
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
452014
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
312019
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
242014
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
232021
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
212018
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
202019
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
122018
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
112020
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
102020
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
92017
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
32022
Defense against adversarial attacks by langevin dynamics
V Srinivasan, A Marban, KR Muller, W Samek, S Nakajima
arXiv preprint arXiv:1805.12017, 2019
32019
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
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