Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T11:30:50.490796Z
Paper Citation Record · LEDGER
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation
As of 8 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2507.22668.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
73 of 73 outbound references displayed
- verified exact0
- verified fuzzy6
- unresolved66
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 021f0117-2dcd-4466-8cad-bd8e1371f30a · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.585715Z
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 baba8806-41fd-443d-938b-ca812a5ad995 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.563565Z
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 243cc1d4-220e-40f3-b267-799725a7d931 · outbound
This paper cites Behley, M.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Behley, M
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:52.546405Z
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 c46908c9-72b2-447b-b37c-d5b45ab2972d · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.510628Z
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 10de3635-e91f-4670-9b60-272cc36c8086 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.490012Z
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 50484bf8-17d9-4341-a804-631af07cb1e9 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.469800Z
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 dc126fe6-dcf4-4a05-aa3a-f86222905276 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.452326Z
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 133a53a5-18cc-4776-93e2-e7bb40e189e0 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.434840Z
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 12d31f41-1266-41d4-ac59-7e8ab696dabf · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.417404Z
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 ad309b53-dd68-49f7-8e33-2e7510142fa3 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.393603Z
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 e50668f0-0c51-4f17-9be5-99d0ada31478 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:45.089705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4700309-e0e3-49bd-9e4d-2211251a23bc · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.342724Z
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 f40a929d-3ebf-43e0-bd97-b411e346a6b7 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:45.385689Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52a78b50-2f0e-4b8f-8251-2ca8ffbc066b · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.312815Z
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 6c07cc88-ab59-4ca9-993c-cb09684e055a · outbound
This paper cites Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:45.517113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93c19133-d865-402b-a24c-df4d5f5c770e · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.293381Z
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 43b8e5e4-e977-4be3-8d49-abb4e7ed1f09 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.276828Z
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 1a51a2ff-ddcc-4f50-b0fa-e5686bc73d2a · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.256307Z
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 cfb15a5f-9cfc-4ee6-8afa-14744199abeb · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.240365Z
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 56a91d8a-93cb-4a2a-9e01-c9617fe9acb5 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:45.926627Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8891aeeb-d2ea-44b0-8b5b-8374a02f4f88 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.201953Z
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 121dabe1-2d03-4d13-a624-f5c6b9998756 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.173763Z
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 5cb23354-2fac-464d-929e-3240ef20203b · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.145950Z
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 ea1478a4-0acb-4b9b-8f27-36f6927264ef · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.125592Z
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 4ec5fc27-1f99-42dc-a4dd-0d6020ea0a47 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.106349Z
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 c3810e6e-859b-4cd7-8642-1384c0272fdf · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.088450Z
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 b3205483-c1e1-4c4e-a51d-ca9fec214dbc · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.069981Z
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 71ec055a-5f88-4ceb-9f0d-fa2c7aee092a · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.053269Z
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 c7923dac-aff4-4ae9-94bf-3bd0bb66339e · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.036323Z
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 ddb60172-802e-43f7-bb59-57668fcbeee5 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.019988Z
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 9634526a-7005-4836-af4e-c5f3d27fe507 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.001086Z
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 b0aa17e4-9752-4947-bf6e-a917882491c1 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.982486Z
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 b047d3e3-9fbd-4c8a-8736-3fee2cca3d76 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.962985Z
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 0c600eb8-0936-4940-b770-a2bed3bc58d7 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.929718Z
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 9c9960ce-97f2-405f-a1af-2875ff79ddc4 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.912714Z
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 edc56919-87b0-48a4-b2d3-17d4a0b08538 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:47.331893Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75a9359d-e856-4bbf-8328-ca10d9a09b6c · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.874598Z
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 3a179d20-bf52-467b-b697-8f4b7c8bcaf2 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.850950Z
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 27472f80-094a-445a-aaa2-d508f2f7fa51 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.832711Z
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 e5cabdd3-e776-4c3c-afb6-03a2ba26cf47 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.808310Z
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 052790a3-f2a1-4e19-80df-1b33720354f9 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.789206Z
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 69dd6427-f8e4-4d6c-8bdc-948ac2c451b9 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.768385Z
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 52605594-3913-4a06-a21a-4b8d3b128295 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:47.811145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3433bd9a-0e2b-4fa4-b658-871ccb7c301f · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.733849Z
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 24ca0099-68d9-43ba-8b95-c006007865f2 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:47.972043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 167f5190-7c51-4569-bbef-fd085010896c · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.717458Z
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 51890223-d184-41f2-8d48-34d907c5b286 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.698712Z
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 8cd4f060-0441-4a0a-bf95-0c6d71fbf37e · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.681558Z
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 f86cb538-f343-4705-9a17-3a0e78350e3e · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.664215Z
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 c8afc0e9-2f81-4fc7-ae82-9e217f1428df · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.646352Z
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 e68317b6-aa06-4255-ae05-b665fbc7ee6b · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.628507Z
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 f0c4b93f-d8bc-4abe-bd9b-983bb54ffeac · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.611893Z
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 292d5d7d-b150-4bc3-b2b0-73f8e38a6db7 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.591933Z
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 1325284c-bd00-47bf-b03c-f83cbded5344 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.554892Z
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 14994981-7d91-404c-aadd-523af1779bb8 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.539368Z
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 fddb4032-7f57-421c-8092-4f328fad9379 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.521308Z
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 aefaed1e-6fa2-4704-aeae-768d49d1f574 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.503448Z
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 89617a7d-e893-471c-b4e5-f4507340bea8 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.484692Z
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 a4d18cae-2dc6-4f4f-a422-c8ad3b1d0206 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.464393Z
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 685e73d4-d72a-4c5d-9fff-4121e9727049 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.447723Z
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 24c02dc4-252e-4a47-a903-b4ddc2c4d36e · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.432543Z
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 aef07fd5-a2fd-473e-bc54-b3e899583853 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.413296Z
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 801fc857-f31a-4b6d-a8b8-f82695d0c543 · outbound
This paper cites Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:49.973999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69832df5-7b02-4247-927e-36ee3b8acde9 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.392191Z
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 66088354-44a4-4ed9-a8ff-90ba8dc0f668 · outbound
This paper cites WMSC testing mIoU.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation WMSC testing mIoU
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:51.374465Z
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 7faf6941-9d3c-44cd-b62c-8144b364a413 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:51.357485Z
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 8687637d-23b1-4d8d-bab2-0a6e5e3bfd63 · outbound
This paper cites Once nodes are sampled, edges between all node pairs are activated based on the empirical relationship probability distribution obtained from the training set.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Once nodes are sampled, edges between all node pairs are activated based on the empirical relationship probability distribution obtained from the training set
Reference 72
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T11:30:51.301113Z
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 fc7e2bc0-0881-4cf1-aaa3-a159f93e182f · outbound
This paper cites This angular difference is calculated using the dot product formula: cos(𝛼) = ®𝑛𝑝·®𝑛𝐺𝑇 |®𝑛𝑝|·|®𝑛𝐺𝑇| (18) and we enforce the constraint𝛼 <𝜃.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation This angular difference is calculated using the dot product formula: cos(𝛼) = ®𝑛𝑝·®𝑛𝐺𝑇 |®𝑛𝑝|·|®𝑛𝐺𝑇| (18) and we enforce the constraint𝛼 <𝜃
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:51.119788Z
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 afe0a90f-77b0-40a2-955e-03ffa462cbd3 · outbound
This paper cites an unresolved cited work.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Unresolved cited work
Reference 2019
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T11:30:52.529221Z
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 e505d75d-ffed-456b-9736-d4d3b32f4fa9 · outbound
This paper cites In 2021 interna- tional conference on 3d vision (3dv).
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation In 2021 interna- tional conference on 3d vision (3dv)
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:51.946904Z
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 e8278f66-199f-4b39-ba19-23059ce6ef92 · outbound
This paper cites Advances in Neural Information Processing Systems 35 (2022), 11035–11048.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Advances in Neural Information Processing Systems 35 (2022), 11035–11048
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:51.575007Z
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 553eeaf7-66a6-4eac-be86-b042023f9a3b · outbound
This paper cites In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T11:30:52.362102Z
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 3419aad8-57e4-4933-89cc-9e346c230d87 · outbound
This paper cites Sonata: Self-Supervised Learning of Reliable Point Representations.
Graph-Guided Dual-Level Augmentation for 3D Scene Segmentation Sonata: Self-Supervised Learning of Reliable Point Representations
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:30:48.510923Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.