Arturo Marbán

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 16

Top Topics

Scalar Quantization

Arithmetic Coding

Top Venues

IEEE J. Sel. Top. Signal Process.

Biomed. Signal Process. Control.

Publications

Felix Sattler, Arturo Marbán, Roman Rischke, Wojciech Samek
CFD: Communication-Efficient Federated Distillation via Soft-Label Quantization and Delta Coding. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Vignesh Srinivasan, Csaba Rohrer, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima
Robustifying models against adversarial attacks by Langevin dynamics. Neural Networks 137 (2021)
Paul Haase, Heiko Schwarz, Heiner Kirchhoffer, Simon Wiedemann, Talmaj Marinc, Arturo Marbán, Karsten Müller, Wojciech Samek, Detlev Marpe, Thomas Wiegand
Dependent Scalar Quantization For Neural Network Compression. ICIP (2020)
Felix Sattler, Arturo Marbán, Roman Rischke, Wojciech Samek
Communication-Efficient Federated Distillation. CoRR (2020)
Arturo Marbán, Daniel Becking, Simon Wiedemann, Wojciech Samek
Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T). CVPR Workshops (2020)
Arturo Marbán, Daniel Becking, Simon Wiedemann, Wojciech Samek
Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T). CoRR (2020)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Heiko Schwarz, Thomas Wiegand, Detlev Marpe, Wojciech Samek
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Arturo Marbán, Vignesh Srinivasan, Wojciech Samek, Josep Fernández, Alicia Casals
A recurrent convolutional neural network approach for sensorless force estimation in robotic surgery. Biomed. Signal Process. Control. 50 (2019)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression. CoRR (2019)
Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage, Paul Haase, Arturo Marbán, Talmaj Marinc, David Neumann, Tung Nguyen, Ahmed Osman, Detlev Marpe, Heiko Schwarz, Thomas Wiegand, Wojciech Samek
DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks. CoRR (2019)
Simon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek
Entropy-Constrained Training of Deep Neural Networks. IJCNN (2019)
Simon Wiedemann, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek
Entropy-Constrained Training of Deep Neural Networks. CoRR (2018)
Vignesh Srinivasan, Arturo Marbán, Klaus-Robert Müller, Wojciech Samek, Shinichi Nakajima
Counterstrike: Defending Deep Learning Architectures Against Adversarial Samples by Langevin Dynamics with Supervised Denoising Autoencoder. CoRR (2018)
Arturo Marbán, Vignesh Srinivasan, Wojciech Samek, Josep Fernández, Alicia Casals
Estimation of Interaction Forces in Robotic Surgery using a Semi-Supervised Deep Neural Network Model. IROS (2018)
Arturo Marbán, Vignesh Srinivasan, Wojciech Samek, Josep Fernández, Alicia Casals
A Recurrent Convolutional Neural Network Approach for Sensorless Force Estimation in Robotic Surgery. CoRR (2018)
Arturo Marbán, Vignesh Srinivasan, Wojciech Samek, Josep Fernández, Alicia Casals
Estimating Position & Velocity in 3D Space from Monocular Video Sequences Using a Deep Neural Network. ICCV Workshops (2017)
Angelica I. Avilés, Arturo Marbán, Pilar Sobrevilla, Josep Fernández, Alicia Casals
A recurrent neural network approach for 3D vision-based force estimation. IPTA (2014)
Arturo Marbán, Alicia Casals, Josep Fernández, Josep Amat
Haptic Feedback in Surgical Robotics: Still a Challenge. ROBOT (1) (2013)