Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T13:56:26.151592Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2507.19993.
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 2026-08-06T13:56:26.151592Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2b63ee89-51d2-4fb0-b049-76499a80cbb2 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images 3D scene graph: A structure for unified semantics, 3D space, and camera
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2b6784c5-4d50-43ed-b402-62e7a3625d1d · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images ORB-SLAM3: An accurate open-source library for visual, visual–inertial, and multimap slam.IEEE Trans
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 851b2a86-d36f-447f-b5c8-f6dd0cab7275 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images I-Design: Personal- ized llm interior designer.arXiv:2404.02838, 2024
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2620af78-ed0a-4d30-8282-ff0ea1b4f3c4 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images A look at gaussian mixture reduction algorithms
Reference 4
Source-reported events for the cited work
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Observation fbfccc83-c216-4a6c-be11-dc39641bc411 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images LayoutGPT: Compositional visual planning and generation with large language models.Adv
Reference 5
Source-reported events for the cited work
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Observation a0a856a8-67d8-490c-a58d-9be3aa638160 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images PDDL2.1: An extension to PDDL for expressing temporal planning domains.J
Reference 6
Source-reported events for the cited work
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Observation f05a517d-2a56-4802-9e9e-b39f01ebecc1 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images GraphDreamer: Compositional 3D scene synthesis from scene graphs
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d989931-479c-4415-9a6e-1f80f6f0aeaa · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Image captioning with scene-graph based semantic concepts
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cb884f88-dd62-43be-871c-eb518372ee39 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Visual graphs from motion (VGfM): Scene understanding with object ge- ometry reasoning
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f3083c04-23d1-43eb-a515-ce359b4fafd0 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images FF: The fast-forward planning system.AI magazine, 22(3):57–57, 2001
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f7311cd-bfe7-4dc8-a3da-ca0586ad9290 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Hydra: A real-time spatial perception system for 3D scene graph con- struction and optimization
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ce2361c-43c5-4783-824a-dd9594b132b7 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images EGTR: Extracting graph from trans- former for scene graph generation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab620276-3813-49ab-b198-c36ba38150a6 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Image retrieval using scene graphs
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d865f88-9fea-4e94-908d-3f1d6e1523a6 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Image genera- tion from scene graphs
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bb47d7dd-89af-4674-865d-80a0484003db · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Dense relational captioning: Triple-stream networks for relationship-based captioning
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1313050d-2244-40e5-8088-e46863892ca0 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images 3-D scene graph: A sparse and semantic rep- resentation of physical environments for intelligent agents
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 016a1b94-c154-4323-8a95-ad1db1adb64f · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Kipf and Max Welling
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98d5817b-cf44-41fa-a8e7-52201145d9f0 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Visual Genome: Connecting language and vision using crowdsourced dense image annotations.Int
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e9e917b9-8784-4030-9448-82238c164bcf · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Relation- aware graph attention network for visual question answering
Reference 19
Source-reported events for the cited work
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Observation 878b8616-6707-4492-9933-d1d1e3ff7fbe · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Explore con- textual information for 3D scene graph generation.IEEE Trans
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 579c9e79-16a3-44ef-9e22-f4fac53f3704 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8f527ff-a643-4f43-bba4-43688b6ee67b · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Kirsten, Luis Felipe Zeni, and Claudio R
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2e346dd-e197-4ac0-a8a5-336b865d8978 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Indoor segmentation and support inference from RGBD images
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a0316e46-4ba7-453b-92f5-35001be7fc81 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images PointNet: Deep learning on point sets for 3D classifica- tion and segmentation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 46bb791c-3e8c-4e7c-8e5e-9b973f7a7edb · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Scene graph refinement network for vi- 9 sual question answering.IEEE Trans
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de76e2ee-f992-4839-a114-dcbad8e233a0 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Kimera: From SLAM to spatial perception with 3D dynamic scene graphs.Int
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c86fbed8-f8c2-40af-aa00-4b8e0e80e926 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images ViNG: Learning Open-World Navigation with Visual Goals
Reference 27
Source-reported events for the cited work
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Observation f5cfa2a9-358f-425b-bdc1-1a2b0fa876ed · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images The Replica Dataset: A Digital Replica of Indoor Spaces
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 139a2738-4eb5-4742-acaa-acb086b469cf · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Knowledge-based embodied question answer- ing.IEEE Trans
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42bae48d-80b4-4e14-8122-e98c70a919a3 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images RIO: 3D object instance re- localization in changing indoor environments
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8496672c-9620-4763-a86f-49b0e1914bcb · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Learning 3D semantic scene graphs from 3D in- door reconstructions
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dd4e233c-3bb0-4de5-b55f-2f2fd71451e7 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Learn- ing 3D semantic scene graphs with instance embeddings.Int
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d802ec1-e0e4-4aef-9a2d-764e8310ba5a · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images VL-SAT: Visual-linguistic semantics assisted training for 3D semantic scene graph prediction in point cloud
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f86b5afd-a672-4b17-b5c5-afe8ee00db44 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images SceneGraphFusion: Incre- mental 3D scene graph prediction from rgb-d sequences
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7169c7f0-35a5-43e9-9c9b-34139a6588fd · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Incremental 3D semantic scene graph pre- diction from RGB sequences
Reference 35
Source-reported events for the cited work
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Observation 818adb65-c1f6-448d-bf22-e9d2d7e5fe5d · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Scene graph generation by iterative message passing
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cfc60aff-aa5b-4a56-8465-7f92dc092ad1 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Auto-encoding scene graphs for image captioning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 69d48156-277f-47aa-a411-06e6a74cc8ac · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Neural Motifs: Scene graph parsing with global con- text
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6dbd16fd-1765-4ce0-a3c0-2b2bbd4047ae · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Commonscenes: Generating commonsense 3d indoor scenes with scene graph diffusion
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1936d94a-eb95-4f3c-a07d-01d5ca8ca6b2 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Echoscene: Indoor scene generation via information echo over scene graph diffusion
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1fe82973-1b86-4ef8-81e0-1a555841833b · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Exploiting edge-oriented reasoning for 3D point-based scene graph analysis
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 683b45c2-c7ab-4a47-a73b-001163ca01b9 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images EgoSG: Learning 3D scene graphs from egocentric RGB-D sequences
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6d13ed03-d7cd-4df6-a920-2c3ee003e88d · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images Knowledge- inspired 3D scene graph prediction in point cloud.Adv
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 623a1bf5-9ac4-4bce-8de0-ba064aebb936 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images DETRs beat YOLOs on real-time object detection
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0480c0e-bd47-4a89-8a1b-4f81ba5597ba · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17f4a243-0808-48d3-99dd-5c948d83f951 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images EW A splatting.IEEE Trans
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8d96aa19-83c4-4bbe-9adb-491573c757ea · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images The only difference is the exclusion of the ‘none’ relationship category, as FROSS does not predict it
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 71b1e9a8-eeda-47b0-a8d9-675b05ce6b5a · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images near” and “on
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de801743-d18a-4cd9-95b4-8c6bb6583608 · outbound
FROSS: Faster-than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images More specifically, Figure 6 and 7 illustrate the occurrence frequency of objects and relation- ships across all categories in the dataset
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.