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2024

Conference Publication

Information gathering path planning with minimal environmental disruption

Strooper, Katherine, Lawrance, Nicholas, Bandyopadhyay, Tirthankar, Talbot, Fletcher, Fiamingo, Ross and Chung, Jen Jen (2024). Information gathering path planning with minimal environmental disruption. International Symposium on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS), Brisbane, Australia, 19-21 November 2024.

Information gathering path planning with minimal environmental disruption

2024

Conference Publication

NeuSurfEmb: a complete pipeline for dense correspondence-based 6D object pose estimation without CAD models

Milano, Francesco, Chung, Jen Jen, Blum, Hermann, Siegwart, Roland and Ott, Lionel (2024). NeuSurfEmb: a complete pipeline for dense correspondence-based 6D object pose estimation without CAD models. 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Abu Dhabi, United Arab Emirates, 14-18 October 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros58592.2024.10801399

NeuSurfEmb: a complete pipeline for dense correspondence-based 6D object pose estimation without CAD models

2024

Conference Publication

Reinforcement learning for active search and grasp in clutter

Pitcher, Thomas, Förster, Julian and Chung, Jen Jen (2024). Reinforcement learning for active search and grasp in clutter. 2024 International Conference on Intelligent Robots and Systems, Abu Dhabi, United Arab Emirates, 14-18 October 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros58592.2024.10801366

Reinforcement learning for active search and grasp in clutter

2024

Conference Publication

On learning scene-aware generative state abstractions for task-level mobile manipulation planning

Förster, Julian, Chung, Jen Jen, Ott, Lionel and Siegwart, Roland (2024). On learning scene-aware generative state abstractions for task-level mobile manipulation planning. 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Abu Dhabi, United Arab Emirates, 14-18 October 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros58592.2024.10802285

On learning scene-aware generative state abstractions for task-level mobile manipulation planning

2024

Conference Publication

Watching the air rise: learning-based single-frame schlieren detection

Achermann, Florian, Haug, Julian Andreas, Zumsteg, Tobias, Lawrance, Nicholas, Chung, Jen Jen, Kolobov, Andrey and Siegwart, Roland (2024). Watching the air rise: learning-based single-frame schlieren detection. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 13-17 May 2024. Piscataway, NJ, United States: IEEE. doi: 10.1109/icra57147.2024.10611416

Watching the air rise: learning-based single-frame schlieren detection

2023

Conference Publication

Neural implicit vision-language feature fields

Blomqvist, Kenneth, Milano, Francesco, Chung, Jen Jen, Ott, Lionel and Siegwart, Roland (2023). Neural implicit vision-language feature fields. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI United States, 1 - 5 October 2023. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros55552.2023.10342275

Neural implicit vision-language feature fields

2023

Conference Publication

Baking in the feature: accelerating volumetric segmentation by rendering feature maps

Blomqvist, Kenneth, Ott, Lionel, Chung, Jen Jen and Siegwart, Roland (2023). Baking in the feature: accelerating volumetric segmentation by rendering feature maps. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI United States, 1 - 5 October 2023. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros55552.2023.10342071

Baking in the feature: accelerating volumetric segmentation by rendering feature maps

2023

Conference Publication

NeRFing it: offline object segmentation through implicit modeling

Blomqvist, Kenneth, Chung, Jen Jen, Ott, Lionel and Siegwart, Roland (2023). NeRFing it: offline object segmentation through implicit modeling. IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 29 May - 2 June 2023. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/icra48891.2023.10161040

NeRFing it: offline object segmentation through implicit modeling

2023

Conference Publication

Multi-agent path integral control for interaction-aware motion planning in urban canals

Streichenberg, Lucas, Trevisan, Elia, Chung, Jen Jen, Siegwart, Roland and Alonso-Mora, Javier (2023). Multi-agent path integral control for interaction-aware motion planning in urban canals. IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 29 May - 2 June 2023. Washington, DC, United States: IEEE. doi: 10.1109/icra48891.2023.10161511

Multi-agent path integral control for interaction-aware motion planning in urban canals

2023

Conference Publication

Learning agent-aware affordances for closed-loop interaction with articulated objects

Schiavi, Giulio, Wulkop, Paula, Rizzi, Giuseppe, Ott, Lionel, Siegwart, Roland and Chung, Jen Jen (2023). Learning agent-aware affordances for closed-loop interaction with articulated objects. IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 29 May - 2 June 2023. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/icra48891.2023.10160747

Learning agent-aware affordances for closed-loop interaction with articulated objects

2023

Conference Publication

On the programming effort required to generate Behavior Trees and Finite State Machines for robotic applications

Iovino, Matteo, Förster, Julian, Falco, Pietro, Chung, Jen Jen, Siegwart, Roland and Smith, Christian (2023). On the programming effort required to generate Behavior Trees and Finite State Machines for robotic applications. 2023 IEEE International Conference on Robotics and Automation (ICRA), London, United Kingdom, 29 May - 2 June 2023. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/icra48891.2023.10160972

On the programming effort required to generate Behavior Trees and Finite State Machines for robotic applications

2022

Conference Publication

Semi-automatic 3D object keypoint annotation and detection for the masses

Blomqvist, Kenneth , Chung, Jen Jen , Ott, Lionel and Siegwart, Roland (2022). Semi-automatic 3D object keypoint annotation and detection for the masses. 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, 21-25 August 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/ICPR56361.2022.9956263

Semi-automatic 3D object keypoint annotation and detection for the masses

2022

Conference Publication

Closed-loop next-best-view planning for target-driven grasping

Breyer, Michel, Ott, Lionel, Siegwart, Roland and Chung, Jen Jen (2022). Closed-loop next-best-view planning for target-driven grasping. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23-27 October 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros47612.2022.9981472

Closed-loop next-best-view planning for target-driven grasping

2022

Conference Publication

NavDreams: towards camera-only RL navigation among humans

Dugas, Daniel, Andersson, Olov, Siegwart, Roland and Chung, Jen Jen (2022). NavDreams: towards camera-only RL navigation among humans. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23-27 October 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros47612.2022.9982045

NavDreams: towards camera-only RL navigation among humans

2022

Conference Publication

FlowBot: flow-based modeling for robot navigation

Dugas, Daniel, Cai, Kuanqi, Andersson, Olov, Lawrance, Nicholas, Siegwart, Roland and Chung, Jen Jen (2022). FlowBot: flow-based modeling for robot navigation. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, 23-27 October 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros47612.2022.9981407

FlowBot: flow-based modeling for robot navigation

2021

Conference Publication

IAN: multi-behavior navigation planning for robots in real, crowded environments

Dugas, Daniel, Nieto, Juan, Siegwart, Roland and Chung, Jen Jen (2021). IAN: multi-behavior navigation planning for robots in real, crowded environments. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, NV USA, Oct 24-Jan 24, 2020-2021. Piscataway, NJ USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/iros45743.2020.9341457

IAN: multi-behavior navigation planning for robots in real, crowded environments

2021

Conference Publication

Online informative path planning for active information gathering of a 3D surface

Zhu, Hai, Chung, Jen Jen, Lawrance, Nicholas R. J., Siegwart, Roland and Alonso-Mora, Javier (2021). Online informative path planning for active information gathering of a 3D surface. IEEE International Conference on Robotics and Automation (ICRA), Xian, Peoples Republic of China, 30 May - 5 June 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icra48506.2021.9561963

Online informative path planning for active information gathering of a 3D surface

2021

Conference Publication

NavRep: unsupervised representations for reinforcement learning of robot navigation in dynamic human environments

Dugas, Daniel, Nieto, Juan, Siegwart, Roland and Chung, Jen Jen (2021). NavRep: unsupervised representations for reinforcement learning of robot navigation in dynamic human environments. IEEE International Conference on Robotics and Automation (ICRA), Xian, Peoples Republic of China, 30 May - 5 June 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icra48506.2021.9560951

NavRep: unsupervised representations for reinforcement learning of robot navigation in dynamic human environments

2021

Conference Publication

Efficient multi-scale POMDPs for robotic object search and delivery

Holzherr, Luc, Foerster, Julian, Breyer, Michel, Nieto, Juan, Siegwart, Roland and Chung, Jen Jen (2021). Efficient multi-scale POMDPs for robotic object search and delivery. IEEE International Conference on Robotics and Automation (ICRA), Xian, Peoples Republic of China, 30 May - 5 June 2021. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/icra48506.2021.9561047

Efficient multi-scale POMDPs for robotic object search and delivery

2021

Conference Publication

CalQNet - detection of calibration quality for life-long stereo camera setups

Zhong, Jiapeng, Ye, Zheyu, Cramariuc, Andrei, Tschopp, Florian, Chung, Jen Jen, Siegwart, Roland and Cadena, Cesar (2021). CalQNet - detection of calibration quality for life-long stereo camera setups. 32nd IEEE Intelligent Vehicles Symposium (IV), Electr Network, 11-17 July 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iv48863.2021.9575916

CalQNet - detection of calibration quality for life-long stereo camera setups