Publications

Onboard Autonomous Health Assessment and Global Localization for the Mars Helicopter: Towards Multi-Flight Operations. IEEE Transactions on Field Robotics (Under Review), 2025.
Onboard Autonomous Health Assessment and Global Localization for the Mars Helicopter: Towards Multi-Flight Operations
Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Simulation-Aided Handover Prediction From Video Using Recurrent Image-to-Motion Networks
An Addendum to NeBula: Toward Extending Team CoSTAR's Solution to Larger Scale Environments. IEEE Transactions on Field Robotics, 2024.
An Addendum to NeBula: Toward Extending Team CoSTAR's Solution to Larger Scale Environments
Demonstration of Autonomous Sampling Techniques in an Icy Moon Terrestrial Analog. 2023 IEEE Aerospace Conference, 2023.
Demonstration of Autonomous Sampling Techniques in an Icy Moon Terrestrial Analog
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022.
Self-Supervised Traversability Prediction by Learning to Reconstruct Safe Terrain
Early Recall, Late Precision: Multi-Robot Semantic Object Mapping under Operational Constraints in Perceptually-Degraded Environments. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022.
Early Recall, Late Precision: Multi-Robot Semantic Object Mapping under Operational Constraints in Perceptually-Degraded Environments
Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching. IEEE Robotics and Automation Letters, 2021.
Rover Relocalization for Mars Sample Return by Virtual Template Synthesis and Matching
Machine Vision Based Sample-Tube Localization for Mars Sample Return. 2021 IEEE Aerospace Conference (50100), 2021.
Machine Vision Based Sample-Tube Localization for Mars Sample Return
Smart Hardware Integration with Advanced Robot Programming Technologies for Efficient Reconfiguration of Robot Workcells. Robotics and Computer-Integrated Manufacturing, 2020.
Smart Hardware Integration with Advanced Robot Programming Technologies for Efficient Reconfiguration of Robot Workcells
Training of Deep Neural Networks for the Generation of Dynamic Movement Primitives. Neural Networks, 2020.
Training of Deep Neural Networks for the Generation of Dynamic Movement Primitives
Cut & Recombine: Reuse of Robot Action Components Based on Simple Language Instructions. The International Journal of Robotics Research, 2019.
Cut & Recombine: Reuse of Robot Action Components Based on Simple Language Instructions
Learning to Write Anywhere with Spatial Transformer Image-to-Motion Encoder-Decoder Networks. 2019 International Conference on Robotics and Automation (ICRA), 2019.
Learning to Write Anywhere with Spatial Transformer Image-to-Motion Encoder-Decoder Networks
Convolutional Encoder-Decoder Networks for Robust Image-to-Motion Prediction. Proceedings of the 28th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD 2019), 2019.
Convolutional Encoder-Decoder Networks for Robust Image-to-Motion Prediction
D6.6: Manual for Programming of Assembly Skills and Tasks. EU H2020 ReconCell ICT-680431 Project Year 3 Deliverable, 2019.
D6.6: Manual for Programming of Assembly Skills and Tasks
Base Frame Calibration of a Reconfigurable Multi-robot System with Kinesthetic Guidance. Proceedings of the 27th International Conference on Robotics in Alpe-Adria Danube Region (RAAD 2018), 2018.
Base Frame Calibration of a Reconfigurable Multi-robot System with Kinesthetic Guidance
Rapid State Machine Assembly for Modular Robot Control Using Meta-Scripting, Templating and Code Generation. 2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids), 2017.
Rapid State Machine Assembly for Modular Robot Control Using Meta-Scripting, Templating and Code Generation
SMACHA : An API for Rapid State Machine Assembly. 20th International Multiconference Information Society (IS): Robotics, 2017.
SMACHA : An API for Rapid State Machine Assembly
Computational Models of Affordance in Robotics: A Taxonomy and Systematic Classification. Adaptive Behavior, 2017.
Computational Models of Affordance in Robotics: A Taxonomy and Systematic Classification
Active Reconfiguration of Software and Hardware in a Robotic Workcell. 20th International Multiconference Information Society (IS): Robotics, 2017.
Active Reconfiguration of Software and Hardware in a Robotic Workcell
A Reconfigurable Robot Workcell in the Automotive Industry. 26th International Electrotechnical and Computer Science Conference (ERK 2017), 2017.
A Reconfigurable Robot Workcell in the Automotive Industry
Rapid Hardware and Software Reconfiguration in a Robotic Workcell. 2017 18th International Conference on Advanced Robotics (ICAR), 2017.
Rapid Hardware and Software Reconfiguration in a Robotic Workcell
Reconcell Workcell Design. EU H2020 ReconCell ICT-680431 Project Technical Report, 2017.
Reconcell Workcell Design
D6.1: Technical Report on Software and Hardware Components in the Workcell. EU H2020 ReconCell ICT-680431 Project Year 1 Deliverable, 2016.
D6.1: Technical Report on Software and Hardware Components in the Workcell
D4.1: Sub-system for 3D Simulation, Visualization and Interfacing with the User. EU H2020 ReconCell ICT-680431 Project Year 1 Deliverable, 2016.
D4.1: Sub-system for 3D Simulation, Visualization and Interfacing with the User
Action-Grounded Surface Geometry and Volumetric Shape Feature Representations for Object Affordance Prediction. 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids), 2016.
Action-Grounded Surface Geometry and Volumetric Shape Feature Representations for Object Affordance Prediction
Robotic Affordance Learning: Old Ideas, Recent Developments, and Potential Paths Forward. Robotics in the 21st Century: Challenges and Promises - International Workshop, 2016.
Robotic Affordance Learning: Old Ideas, Recent Developments, and Potential Paths Forward
D6.3: Repositories of Software, Data Bases and Benchmarks. EU FP7 ACAT ICT-600578 Project Year 3 Deliverable, 2016.
D6.3: Repositories of Software, Data Bases and Benchmarks
D4.4: Action Execution. EU FP7 ACAT ICT-600578 Project Year 3 Deliverable, 2016.
D4.4: Action Execution
Comparison of Action-Grounded and Non-Action-Grounded 3-D Shape Features for Object Affordance Classification. 2015 International Conference on Advanced Robotics (ICAR), 2015.
Comparison of Action-Grounded and Non-Action-Grounded 3-D Shape Features for Object Affordance Classification
D5.4: Demonstrator of Intermediate Integration of the System. EU FP7 ACAT ICT-600578 Project Year 2 Deliverable, 2015.
D5.4: Demonstrator of Intermediate Integration of the System
Self-Supervised Online Learning of Basic Object Push Affordances. International Journal of Advanced Robotic Systems, 2015.
Self-Supervised Online Learning of Basic Object Push Affordances
D2.3.3: Transfer of Affordances and Categories: Technical Report or Scientific Publication on How to Use the Developed Representations of Affordances and Categories within the Architecture and in the Final Demonstration. EU FP7 Xperience ICT-270273 Project Year 5 Deliverable, 2015.
D2.3.3: Transfer of Affordances and Categories: Technical Report or Scientific Publication on How to Use the Developed Representations of Affordances and Categories within the Architecture and in the Final Demonstration
Transfer of Assembly Operations to New Workpiece Poses by Adaptation to the Desired Force Profile. 2013 16th International Conference on Advanced Robotics (ICAR), 2013.
Transfer of Assembly Operations to New Workpiece Poses by Adaptation to the Desired Force Profile
Action-Grounded Push Affordance Bootstrapping of Unknown Objects. 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013.
Action-Grounded Push Affordance Bootstrapping of Unknown Objects
DR 5.5: Combining Basic Cross-Modal Concepts into Novel Concepts. EU FP7 CogX ICT-215181 Project Year 4 Deliverable, 2012.
DR 5.5: Combining Basic Cross-Modal Concepts into Novel Concepts
Relevance Determination for Learning Vector Quantization Using the Fisher Criterion Score. Proceedings of the Seventeenth Computer Vision Winter Workshop (CVWW 2012), 2012.
Relevance Determination for Learning Vector Quantization Using the Fisher Criterion Score
DR 5.4: Active Learning of Cross-Modal Concepts. EU FP7 CogX ICT-215181 Project Year 3 Deliverable, 2011.
DR 5.4: Active Learning of Cross-Modal Concepts
DR 5.2: Continuous Learning of Cross-Modal Concepts. EU FP7 CogX ICT-215181 Project Year 2 Deliverable, 2010.
DR 5.2: Continuous Learning of Cross-Modal Concepts
Self-Supervised Cross-Modal Online Learning of Basic Object Affordances for Developmental Robotic Systems. 2010 IEEE International Conference on Robotics and Automation, 2010.
Self-Supervised Cross-Modal Online Learning of Basic Object Affordances for Developmental Robotic Systems
Unsupervised Learning of Basic Object Affordances from Object Properties. Proceedings of the Fourteenth Computer Vision Winter Workshop (CVWW 2009), 2009.
Unsupervised Learning of Basic Object Affordances from Object Properties
Towards Learning Basic Object Affordances from Object Properties. Proceedings of the Eight International Conference on Epigenetic Robotics (EpiRob 2008), 2008.
Towards Learning Basic Object Affordances from Object Properties
A System for Learning Basic Object Affordances Using a Self-Organizing Map. Proceedings of the First International Conference on Cognitive Systems (CogSys 2008), 2008.
A System for Learning Basic Object Affordances Using a Self-Organizing Map
A System for Continuous Learning of Visual Concepts. Proceedings of the Fifth International Conference on Computer Vision Systems (ICVS 2007), 2007.
A System for Continuous Learning of Visual Concepts
A Framework for Continuous Learning of Simple Visual Concepts. Proceedings of the Twelveth Computer Vision Winter Workshop (CVWW 2007), 2007.
A Framework for Continuous Learning of Simple Visual Concepts
Interaktiven Sistem Za Kontinuirano Učenje Vizualnih Konceptov. Proceedings of the Sixteenth Electrotechnical and Computer Science Conference (ERK 2007), 2007.
Interaktiven Sistem Za Kontinuirano Učenje Vizualnih Konceptov
DR 5.6: Framework for Continuous Learning with Different Levels of Supervision: Cognitive Systems for Cognitive Assistants. EU FP6 CoSy FP6-004250 Project Year 3 Deliverable, 2007.
DR 5.6: Framework for Continuous Learning with Different Levels of Supervision: Cognitive Systems for Cognitive Assistants
DR.5.4: Object Models Suitable for Continuous and Human-Assisted Learning. EU FP6 CoSy FP6-004250 Project Year 3 Deliverable, 2006.
DR.5.4: Object Models Suitable for Continuous and  Human-Assisted Learning
On Different Modes of Continuous Learning of Visual Properties. Proceedings of the Fifteenth Electrotechnical and Computer Science Conference (ERK 2006), 2006.
On Different Modes of Continuous Learning of Visual Properties