Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:25:05.042906Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2502.09824.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:25:05.042906Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e96ee3f2-dd0d-4631-8c61-0d0de5002f3c · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Findingplastic: Underwa- ter plastic bag detection and retrieval,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 66db65ba-2910-40ed-8deb-8dfeecf7224e · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Marine Robotics for Deep-Sea Specimen Collection: A Systematic Review of Underwater Grippers,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7714cbe1-e460-4d3e-b974-b7bd09556d45 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments An overview of collaborative robotic manipulation in multi-robot systems,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5d852750-1ea7-4466-a7f7-fe6b3779d20e · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Underwater manipulators: A review,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 39431e11-d1fa-41be-bb2c-b4541625ae33 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Underwater Robots: From Remotely Operated Vehicles to Intervention- Autonomous Underwater Vehicles,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 20fe4e31-12a8-4bce-bfee-f4765f303dcc · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Clustered grasp volumes for improved grasp selection,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 84e7a513-15da-4a98-ab9f-3c96dda39234 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Real-Time Dense 3D Mapping of Underwater Environments,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7491799a-1b01-4910-8d71-310fa26241e5 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments MonoRUn: Monocular 3D Object Detection by Reconstruction and Uncertainty Propagation,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ad3e77cc-db08-4c53-976f-25cd6351611e · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments TURTLMap: Real-time Localization and Dense Mapping of Low-texture Underwater Environments with a Low-cost Unmanned Underwater Vehicle
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 32fede0d-a6c5-4b0a-927c-3e8086cb8eb9 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Light and water : radiative transfer in natural waters,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 21a4c3b8-0a2e-4f4f-ba87-830984fb171d · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Watergan: Unsupervised generative network to enable real-time color correction of monocular underwater images,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 14b8f8b2-903f-4e4c-aa59-22ca8d871f14 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Uncertainty-aware acoustic localization and mapping for underwater robots,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a56bfc54-edbc-4e7e-840d-5edc50639860 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments SVIn2: A multi-sensor fusion-based underwater SLAM system,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7486cc91-3a69-4c22-be31-d3cd160fb010 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments What uncertainties do we need in bayesian deep learning for computer vision?
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 70a36dc6-27c5-4631-b802-097e257be1e9 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Probabilistic volumetric fusion for dense monocular slam,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cf1e37ed-0984-44fe-9fcc-afae8a4840d7 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Bayes’ rays: Uncertainty quantification for neural radiance fields,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9708e4ed-ee68-496c-aab7-fc2b8bc181b8 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Patches, Planes and Probabilities: A Non-Local Prior for V olumetric 3D Reconstruction,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bb26b171-e0a7-4a36-9136-5efea7da87d8 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Clasp: Constrained latent shape projection for refining object shape from robot contact,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation de0e674c-7065-45d0-adec-956ed7fcdc33 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Real-Time Generative Grasping with Spatio-temporal Sparse Convolution,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1fe4d42a-b99a-4b36-9204-21ce53642f3d · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Hybrid Visual SLAM for Underwater Vehicle Manipulator Systems,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9fd0f431-b69f-4acc-b128-9a8076ac308d · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Adaptive and Informative Planning for an Underwater Vehicle-Manipulator System,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fa86c4a2-53fc-47c3-8b7a-c1df70385681 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments 6-dof graspnet: Variational grasp generation for object manipulation,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ebc31efb-a863-48fa-b498-3a172623d0e6 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Exact bias correction and covariance estimation for stereo vision,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 63f7b6f0-f7c2-4d70-91a1-5f76af20619e · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Towards Probabilistic V olumetric Reconstruction Using Ray Potentials,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fbc97be9-416b-40da-9f39-fc7137dfeaee · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Multi-view 3D Object Reconstruction and Uncertainty Modelling with Neural Shape Prior,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 04a8b420-00b7-4e2a-b7b9-e318844789a0 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Rtab-map as an open-source lidar and visual simultaneous localization and mapping library for large-scale and long-term online operation,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91d5a7fe-4c17-4328-b3f4-5a9b295655cf · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Uncertainty-Aware Manipulation Planning Using Gravity and Environment Geometry,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 365c57c1-c9ca-4b4d-9b1d-1151de4fbecf · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Fully-probabilistic terrain modelling and localization with stochastic variational gaussian process maps,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 702b425b-2438-49a1-813c-488393b2da76 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Online stochastic variational gaussian process mapping for large-scale bathymetric slam in real time,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5b93afb8-ebd5-410a-bcd0-341d99e3240d · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments RTAB-Map as an open-source lidar and visual simultaneous localization and mapping library for large- scale and long-term online operation,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 848f94f9-79d5-43c4-afcd-f0dc8a30a8c3 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Detectron2,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9160d050-3a18-4964-97b5-9623ed841980 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Raft-stereo: Multilevel recurrent field transforms for stereo matching,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e79050da-e8cb-4b39-9015-e771d550a3f9 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Probabilistic point cloud model- ing via self-organizing gaussian mixture models,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cbca702c-72dd-43cd-a0c4-9eeac67c935f · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c344bdad-a9bf-4470-96ee-493c37116015 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Scalable Variational Gaussian Process Classification,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 64e9bfc6-5d5e-4476-938e-3a33b0499136 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Gpytorch: Blackbox matrix-matrix gaussian process inference with gpu acceleration,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5337769c-2f1c-4ea5-8b18-a3b056b75b5b · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments V oxblox: Incremental 3d euclidean signed distance fields for on-board mav planning,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 916515e1-21a1-411c-a3da-e94e3d0f2fd6 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Open3D: A Modern Library for 3D Data Processing
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0249d242-aaf7-4f0d-8a9d-0a4ec9498fad · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1bc62315-0e23-4567-9c28-42f0cbe389e1 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Robotic operating system
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 394b97aa-6906-467c-a646-bc25fb42f276 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Design and use paradigms for gazebo, an open-source multi-robot simulator,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation da164206-e637-4bba-96f7-958decd6cebf · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Underwater ROV Products, Arms & More
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2493223d-2440-4175-b264-944bbb8dc0f2 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Wave: An open-source underwater arm-vehicle emulator,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e6a4c5b5-8a2d-4d6d-a422-e6be943224c8 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Trisect perception sensor
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c2eed8b6-f29b-401c-bdd0-b7990a4ec971 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments 1391–1400
Reference 164
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8ad73853-32bd-4cea-9702-6c3d1088b365 · outbound
PUGS: Perceptual Uncertainty for Grasp Selection in Underwater Environments Available: http://journals.sagepub.com/doi/10.1177/ 02783649221110259
Reference 2022
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.