Arturo Marbán

19 papers A 1B 2Journal 11Unranked 4

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