Antonio Jose Rodríguez-Sánchez

70 papers A* 2A 4C 3Journal 39Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks. AAAI Muthukumar Pandaram, Jakob J. Hollenstein, David Drexel, Samuele Tosatto, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2025	J	`jnl`	Dynamic Sparsity: Challenging Common Sparsity Assumptions for Learning World Models in Robotic Reinforcement Learning Benchmarks. CoRR Muthukumar Pandaram, Jakob J. Hollenstein, David Drexel, Samuele Tosatto, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2023	J	`jnl`	Continual learning from demonstration of robotics skills. Robotics Auton. Syst. Sayantan Auddy, Jakob J. Hollenstein, Matteo Saveriano, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2023	J	`jnl`	Scalable and Efficient Continual Learning from Demonstration via Hypernetwork-generated Stable Dynamics Model. CoRR Sayantan Auddy, Jakob J. Hollenstein, Matteo Saveriano, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2022	—	`conf`	Affordance detection with Dynamic-Tree Capsule Networks. Humanoids Antonio Jose Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano
2022	J	`jnl`	Affordance detection with Dynamic-Tree Capsule Networks. CoRR Antonio Jose Rodríguez-Sánchez, Simon Haller-Seeber, David Peer, Chris Engelhardt, Jakob Mittelberger, Matteo Saveriano
2022	J	`jnl`	Continual Learning from Demonstration of Robotic Skills. CoRR Sayantan Auddy, Jakob J. Hollenstein, Matteo Saveriano, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2022	—	`conf`	Deep Learning for Fast Segmentation of E-waste Devices' Inner Parts in a Recycling Scenario. ICPRAI (1) Cristof Rojas, Antonio Jose Rodríguez-Sánchez, Erwan Renaudo
2022	C	`conf`	Evaluating Attention in Convolutional Neural Networks for Blended Images. IPAS Andrea Portscher, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Greedy-layer pruning: Speeding up transformer models for natural language processing. Pattern Recognit. Lett. David Peer, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez
2022	C	`conf`	Improving 3D Point Cloud Reconstruction with Dynamic Tree-Structured Capsules. IPAS Chris Engelhardt, Jakob Mittelberger, David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. CoRR David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Improving the Trainability of Deep Neural Networks through Layerwise Batch-Entropy Regularization. Trans. Mach. Learn. Res. David Peer, Bart Keulen, Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Momentum Capsule Networks. CoRR Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez
2022	J	`jnl`	Momentum Capsule Networks. Trans. Mach. Learn. Res. Josef Gugglberger, Antonio Jose Rodríguez-Sánchez, David Peer
2021	J	`jnl`	Arguments for the Unsuitability of Convolutional Neural Networks for Non-Local Tasks. CoRR Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Arguments for the unsuitability of convolutional neural networks for non-local tasks. Neural Networks Sebastian Stabinger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Auto-tuning of Deep Neural Networks by Conflicting Layer Removal. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	A	`conf`	Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. WACV David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Greedy Layer Pruning: Decreasing Inference Time of Transformer Models. CoRR David Peer, Sebastian Stabinger, Stefan Engl, Antonio Jose Rodríguez-Sánchez
2021	—	`ed.`	Human-Friendly Robotics 2020 - 13th International Workshop, HFR 2020, Innsbruck, Austria, October 2020. HFR Matteo Saveriano, Erwan Renaudo, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2021	J	`jnl`	Limitation of capsule networks. Pattern Recognit. Lett. David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2021	—	`conf`	Training Deep Capsule Networks with Residual Connections. ICANN (1) Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	Training Deep Capsule Networks with Residual Connections. CoRR Josef Gugglberger, David Peer, Antonio Jose Rodríguez-Sánchez
2021	J	`jnl`	conflicting_bundle.py - A python module to identify problematic layers in deep neural networks. Softw. Impacts David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2020	J	`jnl`	A robust contour detection operator with combined push-pull inhibition and surround suppression. Inf. Sci. Damiano Melotti, Kevin Heimbach, Antonio Jose Rodríguez-Sánchez, Nicola Strisciuglio, George Azzopardi
2020	J	`jnl`	Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2020	—	`conf`	Deconvolution of Image Sequences with a Learning FFT-based Approach. ISIE Iaroslav Koshelev, Andrey Somov, Stamatios Lefkimmiatis, Antonio Jose Rodríguez-Sánchez
2020	J	`jnl`	Evaluating the Progress of Deep Learning for Visual Relational Concepts. CoRR Sebastian Stabinger, Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2020	J	`jnl`	Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates. Frontiers Robotics AI Alzbeta Tureckova, Tomás Turecek, Zuzana Komínková Oplatková, Antonio Jose Rodríguez-Sánchez
2020	—	`conf`	Plant Growth Prediction through Intelligent Embedded Sensing. ISIE Sergey Nesteruk, Dmitrii Shadrin, Vladislav Kovalenko, Antonio Jose Rodríguez-Sánchez, Andrey Somov
2019	—	`conf`	Capsule Networks for Attention Under Occlusion. ICANN (Workshop) Antonio Jose Rodríguez-Sánchez, Tobias Dick
2019	—	`conf`	Evaluating CNNs on the Gestalt Principle of Closure. ICANN (1) Gregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2019	J	`jnl`	Evaluating CNNs on the Gestalt Principle of Closure. CoRR Gregor Ehrensperger, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2019	J	`jnl`	Limitations of routing-by-agreement based capsule networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2019	J	`jnl`	Towards affordance detection for robot manipulation using affordance for parts and parts for affordance. Auton. Robots Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2018	J	`jnl`	Exercising Affordances of Objects: A Part-Based Approach. IEEE Robotics Autom. Lett. Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2018	—	`conf`	ISLES Challenge: U-Shaped Convolution Neural Network with Dilated Convolution for 3D Stroke Lesion Segmentation. BrainLes@MICCAI (1) Alzbeta Tureckova, Antonio Jose Rodríguez-Sánchez
2018	J	`jnl`	Training Deep Capsule Networks. CoRR David Peer, Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	—	`conf`	A deep learning approach for detecting and correcting highlights in endoscopic images. IPTA Antonio Jose Rodríguez-Sánchez, Daly Chea, George Azzopardi, Sebastian Stabinger
2017	A	`conf`	Can Affordances Guide Object Decomposition into Semantically Meaningful Parts? WACV Safoura Rezapour Lakani, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2017	—	`conf`	Evaluation of Deep Learning on an Abstract Image Classification Dataset. ICCV Workshops Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	J	`jnl`	Evaluation of Deep Learning on an Abstract Image Classification Dataset. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2017	J	`jnl`	Guided Labeling using Convolutional Neural Networks. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez
2016	—	`conf`	25 Years of CNNs: Can We Compare to Human Abstraction Capabilities? ICANN (2) Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	J	`jnl`	25 years of CNNs: Can we compare to human abstraction capabilities? CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	J	`jnl`	Can computer vision problems benefit from structured hierarchical classification? Mach. Vis. Appl. Thomas Hoyoux, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	—	`conf`	Kronecker Decomposition for Image Classification. CLEF Sabrina Fontanella, Antonio Jose Rodríguez-Sánchez, Justus H. Piater, Sándor Szedmák
2016	J	`jnl`	Learning Abstract Classes using Deep Learning. CoRR Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2016	—	`conf`	Learning V4 Curvature Cell Populations from Sparse Endstopped Cells. ICANN (2) Antonio Jose Rodríguez-Sánchez, Sabine Oberleiter, Hanchen Xiong, Justus H. Piater
2016	A	`conf`	Monocular obstacle avoidance for blind people using probabilistic focus of expansion estimation. WACV Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2015	J	`jnl`	Beyond Simple and Complex Neurons: Towards Intermediate-level Representations of Shapes and Objects. Künstliche Intell. Antonio Jose Rodríguez-Sánchez, Heiko Neumann, Justus H. Piater
2015	—	`conf`	CPS: 3D Compositional Part Segmentation through Grasping. CRV Safoura Rezapour Lakani, Mirela Popa, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2015	—	`conf`	Can Computer Vision Problems Benefit from Structured Hierarchical Classification? CAIP (2) Thomas Hoyoux, Antonio Jose Rodríguez-Sánchez, Justus H. Piater, Sándor Szedmák
2015	J	`jnl`	Diversity priors for learning early visual features. Frontiers Comput. Neurosci. Hanchen Xiong, Antonio Jose Rodríguez-Sánchez, Sándor Szedmák, Justus H. Piater
2015	J	`jnl`	Editorial: Hierarchical Object Representations in the Visual Cortex and Computer Vision. Frontiers Comput. Neurosci. Antonio Jose Rodríguez-Sánchez, Mazyar Fallah, Ales Leonardis
2015	—	`conf`	IIS at ImageCLEF 2015: Multi-label Classification Task. CLEF (Working Notes) Antonio Jose Rodríguez-Sánchez, Sabrina Fontanella, Justus H. Piater, Sándor Szedmák
2015	—	`conf`	Learning Abstract Classes using Deep Learning. BICT Sebastian Stabinger, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2015	A	`conf`	SCurV: A 3D descriptor for object classification. IROS Antonio Jose Rodríguez-Sánchez, Sándor Szedmák, Justus H. Piater
2014	C	`conf`	Towards Sparsity and Selectivity: Bayesian Learning of Restricted Boltzmann Machine for Early Visual Features. ICANN Hanchen Xiong, Sándor Szedmák, Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2013	J	`jnl`	Deep Hierarchies in the Primate Visual Cortex: What Can We Learn for Computer Vision? IEEE Trans. Pattern Anal. Mach. Intell. Norbert Krüger, Peter Janssen, Sinan Kalkan, Markus Lappe, Ales Leonardis, Justus H. Piater, Antonio Jose Rodríguez-Sánchez, Laurenz Wiskott
2013	—	`ch.`	Detecting, Representing and Attending to Visual Shape. Shape Perception in Human and Computer Vision Antonio Jose Rodríguez-Sánchez, Gregory Dudek, John K. Tsotsos
2013	—	`conf`	Models of the Visual Cortex for Object Representation: Learning and Wired Approaches. BrainComp Antonio Jose Rodríguez-Sánchez, Justus H. Piater
2013	J	`jnl`	Proceedings of the 37th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR), 2013 CoRR Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2013	J	`jnl`	ÖAGM/AAPR 2013 - The 37th Annual Workshop of the Austrian Association for Pattern Recognition CoRR Justus H. Piater, Antonio Jose Rodríguez-Sánchez
2011	A*	`conf`	The importance of intermediate representations for the modeling of 2D shape detection: Endstopping and curvature tuned computations. CVPR Antonio Jose Rodríguez-Sánchez, John K. Tsotsos
2008	J	`jnl`	Visual Feature Binding within the Selective Tuning Attention Framework. Int. J. Pattern Recognit. Artif. Intell. Albert L. Rothenstein, Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos
2007	J	`jnl`	Attention and Visual Search. Int. J. Neural Syst. Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos
2007	—	`conf`	Different Binding Strategies for the Different Stages of Visual Recognition. BVAI John K. Tsotsos, Antonio Jose Rodríguez-Sánchez, Albert L. Rothenstein, Evgueni Simine
2006	—	`conf`	Feature Conjunctions in Visual Search. ICANN (2) Antonio Jose Rodríguez-Sánchez, Evgueni Simine, John K. Tsotsos