Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:05.532995Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2506.06562.
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 2026-08-07T05:58:05.532995Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T04:16:43.734503Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T17:18:44.187716Z
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation be83960c-7bca-4b6c-bec3-1056b36358ab · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments ORB-SLAM2: an open-source SLAM system for monocular, stereo and Presented at the 2025 IEEE ICRA Workshop on Field Robotics RGB-D cameras,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 181e6dbd-257a-4ffc-9825-90306b3e2889 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments iSAM2: Incremental smoothing and mapping with fluid relinearization and incremental vari- able reordering,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c4ed428-2136-4b21-8182-be5f079bf5ff · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments VINS-Mono: A robust and versatile monocular visual-inertial state estimator,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e668d876-d5f9-47e5-903e-d67ca1d8132f · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Pairwise consistent measurement set maximization for robust multi-robot map merging,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 97756f61-7fbc-4d68-8022-8ed10ecf6389 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments LIO-SAM: Tightly-coupled lidar inertial odometry via smoothing and mapping,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 51b05dd5-5142-477c-9b77-042cd2bbfb45 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments ConceptGraphs: Open-vocabulary 3D scene graphs for perception and planning,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 80b71f6b-364e-4e7c-8eba-94eff7447e24 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Hierarchical open-vocabulary 3D scene graphs for language-grounded robot navigation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abdae1f5-438b-48dc-9225-15553292c40c · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments WildLMa: Long Horizon Loco-Manipulation in the Wild
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d105d7c0-465e-417a-8bc0-39fa8c468646 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Open-Architecture End-to-End System for Real-World Autonomous Robot Navigation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57a5f82e-d120-4d5b-8dc4-970aef176ede · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Collaborative Dynamic 3D Scene Graphs for Open-Vocabulary Urban Scene Understanding
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e01620a-74f4-4d32-87ce-22aa9ed1516d · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments 3D scene graph: A struc- ture for unified semantics, 3D space, and camera,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd217dd4-3bd8-4954-a4aa-0a7733bc97a6 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Kimera: an open-source library for real-time metric- semantic localization and mapping,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ed12919-ba33-4c3e-802e-4bb3db2ee640 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments 3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9203f15-f96c-4da6-87cb-c8a89f7482e1 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Hydra: A real- time spatial perception system for 3D scene graph construction and optimization,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 412e6409-1538-4e63-b569-3c7bbca9f6a2 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments S-Graphs+: Real-time Localization and Mapping leveraging Hierarchical Representations
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13ee1791-336c-4c16-a20c-44da608e60d4 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments S-Graphs 2.0 – a hierarchical-semantic optimization and loop closure for SLAM,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25119f32-0e77-4a95-bfc5-2f68b2aa3a85 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Search3D: Hierarchical Open-Vocabulary 3D Segmentation
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f4f2154f-4df6-4093-8f5c-1bd494ece9ff · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Point2Graph: An end-to-end point cloud-based 3D open-vocabulary scene graph for robot navigation,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ade5405-29d3-45d4-9e68-a048824c2064 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Clio: Real-time task-driven open-set 3D scene graphs,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 996f7491-6e7d-43ce-b852-f1db2cca9120 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Enhancing scene understanding for vision-and-language navigation by knowledge awareness,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d66eebd6-abbd-4374-b658-575c54274a9b · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4ffb327a-b82f-48d6-b7d9-4cc3f6ca3935 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments The Bare Necessities: Designing Simple, Effective Open-Vocabulary Scene Graphs
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f20a7b1e-6e43-4464-a5f2-3fde5ed6e879 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments OpenIN: Open-Vocabulary Instance-Oriented Navigation in Dynamic Domestic Environments
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0ec0883-2f50-4016-b66a-e2d8c5ba53ce · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments TOPO-FIELD: Topometric mapping with brainin- spired hierarchical layout-object-position fields,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 268c45c9-dd83-4171-8d8e-82eb73d41862 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Using language to generate state abstractions for long-range planning in outdoor environments,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01d8b689-3be9-4b3b-a04b-cbde8f032618 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Collaborative dynamic 3D scene graphs for automated driving,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8e9ff2f-815c-4594-903d-80556f4631c7 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Indoor and outdoor 3D scene graph gen- eration via language-enabled spatial ontologies,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb7dd22a-bd78-4b41-943a-125bef51f5b8 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Task and Motion Planning in Hierarchical 3D Scene Graphs
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 998f437d-2d83-497a-917c-590093629a3b · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Visual genome: Con- necting language and vision using crowdsourced dense image annotations,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 58ae82de-60a2-4c2d-90da-3994efb097c2 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments 3D semantic parsing of large-scale indoor spaces,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eba9fc41-aed2-4c1d-9db3-1e6853320b20 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments GPT-4o technical report,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d64184df-fadd-40f1-b8b6-5bdbb3c9f528 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments LLaMA: Open and Efficient Foundation Language Models
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0788d509-7955-41fa-848f-e3d7d7ef38e6 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Learning transferable visual models from natural language supervision,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c290b30-acba-45a1-ad09-473a72b7b34c · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments ConceptFusion: Open-set multimodal 3D mapping,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 08f6a20a-11a6-4784-bf82-91df4bbede6b · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Segment anything,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bfe904e5-0965-4922-bb3d-9ab5f215c238 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments SAM 2: Segment Anything in Images and Videos
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bf1bcc1-f9b8-43c0-a538-2dc6cb6e532b · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Fast Segment Anything
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8f41579-163f-4027-8eed-da2e12f58378 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Faster segment anything: Towards lightweight SAM for mobile applications,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b9eb217-df4b-4715-8321-8467dc94e24e · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments YOLO-World: Real-time open-vocabulary object detection,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77e637f2-1eec-430a-9d86-18a9b106bbea · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Deep multispectral semantic scene understand- ing of forested environments using multimodal fu- sion,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf9c3874-a812-4610-a1d1-e51035828c9f · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Real-time semantic mapping for au- tonomous off-road navigation,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8f213b8-8e8a-408c-b93f-8074c67d6d2c · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments A RUGD dataset for autonomous navigation and visual perception in unstructured outdoor environ- ments,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe340ec0-8e84-478e-8d35-cb90807268c3 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments RELLIS-3D dataset: Data, benchmarks and analysis,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6624e1cc-c048-46ca-b557-96b0ef48a88e · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments A fine-grained dataset and its efficient semantic segmenta- tion for unstructured driving scenarios,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d5d05c7b-e6ef-409d-90f4-a8674fe26482 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments The GOOSE dataset for perception in unstructured environments,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dcc56379-876d-45b8-b5a5-c0102b735922 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Excavating in the wild: The GOOSE-Ex dataset for semantic segmentation,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0847043-9376-491e-b44a-0e66ac2160d3 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Wild- Scenes: A benchmark for 2D and 3D semantic seg- mentation in large-scale natural environments,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9813d56-e695-43b4-8ebe-a44c3abec88c · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments LOAM: Lidar odometry and Presented at the 2025 IEEE ICRA Workshop on Field Robotics mapping in real-time,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a07f3fa-37cb-4478-bae7-d08724d08985 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments YOLOv8: A novel object detection algorithm with enhanced performance and robustness,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1bb54c0-1c8f-4b4e-b713-b46c3a337665 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Multidimensional binary search trees used for associative searching,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 627c334a-dc2a-43ae-a107-a95bfe50fa21 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Efficient grid- based spatial representations for robot navigation in dynamic environments,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 44085c93-1359-4407-9c11-7a9a8f322532 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Available: https://arxiv.org/abs/2306
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb2a5b03-8ca1-41e5-bb8a-ae6808d12123 · outbound
Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments Available: https://arxiv.org/abs/2409
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aa007ab7-96a2-4ad6-8979-b41a7c730ef0 · inbound
3D Scene Graphs: Open Challenges and Future Directions Towards Terrain-Aware Task-Driven 3D Scene Graph Generation in Outdoor Environments
Reference 129
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.