Publications from the Mobile Robotics Group at the Oxford Robotics Institute

@misc{multirobotplann-2026/6,
  title={Multi-Robot Planning and Control from CCTV Camera Networks in a Real Warehouse},
  author={Robinson L, Ramtoula B, Izaaryene A, Newman P & De Martini D},
  year = "2026"
}

@inproceedings{fantasticfeatur-2026/5,
  title={Fantastic features and where to find them: a probing method to combine features from multiple foundation models},
  author={Ramtoula B, Lajoie P-Y, Newman P & De Martini D},
  booktitle={38th Advances in Neural Information Processing Systems (NeurIPS 2025)},
  year = "2026"
}

BibTeX

@inproceedings{robotrelaybuild-2026/3,
  title={Robot-relay: building-wide, calibration-less visual servoing with learned sensor handover networks},
  author={Robinson L, Gadd M, Newman P & Martini D},
  year = "2026"
}

BibTeX

@article{biodiversityres-2025/12,
  title={Biodiversity research requires more motors in air, water and on land},
  author={Qi M, Gadd M, De Martini D, Davis KJ, Xiong B et al.},
  journal={Methods in Ecology and Evolution},
  number={2041-210x.70217},
  publisher={Wiley},
  year = "2025"
}

@misc{likephysevaluat-2025/10,
  title={LikePhys: Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference},
  author={Yuan J, Pizzati F, Pinto F, Kunze L, Laptev I et al.},
  year = "2025"
}

BibTeX

@misc{ensembleofpretr-2025/9,
  title={Ensemble of Pre-Trained Models for Long-Tailed Trajectory Prediction},
  author={Thuremella D, Yang Y, Wanna S, Kunze L & De Martini D},
  year = "2025"
}

BibTeX

@article{autoinspecttowa-2025/7,
  title={AutoInspect: towards long-term autonomous inspection and monitoring},
  author={Staniaszek M, Flatscher T, Rowell J, Niu H, Liu W et al.},
  journal={IEEE Transactions on Field Robotics},
  publisher={IEEE},
  year = "2025"
}

BibTeX

@article{theoxfordrobotc-2025/5,
  title={The Oxford RobotCycle Project: A Multimodal Urban Cycling Dataset for Assessing the Safety of Vulnerable Road Users},
  author={Panagiotaki E, Thuremella D, Baghabrah J, Sze S, Fu LFT et al.},
  journal={IEEE Transactions on Field Robotics},
  volume={PP},
  pages={1-1},
  publisher={Institute of Electrical and Electronics Engineers (IEEE)},
  year = "2025"
}

BibTeX

@misc{minkocctowardsr-2025/4,
  title={MinkOcc: Towards real-time label-efficient semantic occupancy prediction},
  author={Sze S, De Martini D & Kunze L},
  year = "2025"
}

BibTeX

@article{bayesianradarco-2025/3,
  title={Bayesian Radar Cosplace: Directly estimating location uncertainty in radar place recognition},
  author={Agarwal S, Yuan J, Newman P, De Martini D & Gadd M},
  journal={IET Radar Sonar & Navigation},
  volume={19},
  publisher={Institution of Engineering and Technology (IET)},
  year = "2025"
}

@inproceedings{tinylidarsforma-2025/3,
  title={Tiny Lidars for Manipulator Self-Awareness: Sensor Characterization and Initial Localization Experiments},
  author={Caroleo G, Albini A, De Martini D, Barfoot TD & Maiolino P},
  booktitle={IEEE/RSJ International Conference  on Intelligent Robots and Systems},
  year = "2025"
}

BibTeX

@article{bayesianradarco-2025/3,
  title={Bayesian Radar Cosplace: Directly estimating location uncertainty in radar place recognition},
  author={Agarwal S, Yuan J, Newman P, De Martini D & Gadd M},
  journal={IET Radar Sonar & Navigation},
  volume={19},
  publisher={Institution of Engineering and Technology (IET)},
  year = "2025"
}

BibTeX

@article{bayesianradarco-2025/3,
  title={Bayesian Radar Cosplace: Directly estimating location uncertainty in radar place recognition},
  author={Agarwal S, Yuan J, Newman P, De Martini D & Gadd M},
  journal={IET Radar, Sonar & Navigation},
  volume={19},
  number={e70002},
  publisher={Wiley},
  year = "2025"
}

BibTeX

@article{selectplantrain-2025/1,
  title={Select2Plan: Training-Free ICL-Based Planning Through VQA and Memory Retrieval},
  author={Buoso D, Robinson L, Averta G, Torr P, Franzmeyer T et al.},
  journal={IEEE Robotics and Automation Letters},
  volume={10},
  pages={11267-11274},
  year = "2025"
}

BibTeX

@inproceedings{neuralfloorscon-2024/12,
  title={NeuralFloors++: consistent street-level scene generation from BEV semantic maps},
  author={Musat V, De Martini D, Gadd M & Newman P},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={12872-12879},
  year = "2024"
}

BibTeX

@inproceedings{neuralfloorscon-2024/12,
  title={NeuralFloors++: consistent street-level scene generation from BEV semantic maps},
  author={Musat V, De Martini D, Gadd M & Newman P},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={12872-12879},
  year = "2024"
}

BibTeX

@inproceedings{neuralfloorscon-2024/12,
  title={NeuralFloors++: consistent street-level scene generation from BEV semantic maps},
  author={Musat V, De Martini D, Gadd M & Newman P},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024)},
  pages={12872-12879},
  year = "2024"
}

@inproceedings{graphsceneondem-2024/10,
  title={GraphSCENE: On-Demand Critical Scenario Generation for Autonomous
  Vehicles in Simulation},
  author={Panagiotaki E, Pramatarov G, Kunze L & Martini DD},
  booktitle={IEEE/RSJ International Conference on Intelligent Robots and Systems},
  year = "2024"
}

@misc{naricpneuralexe-2024/10,
  title={NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms},
  author={Panagiotaki E, De Martini D, Kunze L & Veličković P},
  year = "2024"
}

BibTeX

@inproceedings{vdnaprusinggene-2024/8,
  title={VDNA-PR: using general dataset representations for robust sequential visual place recognition},
  author={Ramtoula B, De Martini D, Gadd M & Newman P},
  booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA 2024)},
  pages={15883-15889},
  year = "2024"
}