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Paper Citation Record · LEDGER

Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2501.02519.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.02519 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:54:25.014524Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T10:15:45.004674Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 20507b6d-4130-42bc-a9f6-43251eb3999e · inbound

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View cites this paper.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T12:54:25.014524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:54:25.014524Z digest=sha256:f03bb0ce802044312acac955c33a459f2c8e37aac6e17fad1027dae14f7dc6fb

Observation 3e26baab-0345-4ce4-8f77-994d196fe354 · inbound

From Visual Synthesis to Interactive Worlds: Toward Production-Ready 3D Asset Generation cites this paper.

From Visual Synthesis to Interactive Worlds: Toward Production-Ready 3D Asset Generation Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 262

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:31:17.005352Z

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.

source=pdf_text observed=2026-05-08T05:12:55.062360Z digest=sha256:4fd66b35d0e6d76ed74b91ccd95e56ef91b2ee7f8350b82c80746fcb739e7e8f

Observation b8d5fc44-f2c4-482c-96d5-ac7fe717ddca · inbound

From Visual Synthesis to Interactive Worlds: Toward Production-Ready 3D Asset Generation cites this paper.

From Visual Synthesis to Interactive Worlds: Toward Production-Ready 3D Asset Generation Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 262

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:56:14.946169Z

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.

source=pdf_text observed=2026-05-12T01:55:13.370339Z digest=sha256:689d5fe69db4e0531832265b37844a6137f063b3aa5e7e0e00032ce7669a85a8

Observation 8412e6f0-9a47-46c1-b3dc-8bc782f660ae · inbound

ST-Gen4D: Embedding 4D Spatiotemporal Cognition into World Model for 4D Generation cites this paper.

ST-Gen4D: Embedding 4D Spatiotemporal Cognition into World Model for 4D Generation Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:05:59.389139Z

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.

source=pdf_text observed=2026-05-11T01:56:13.909329Z digest=sha256:8c7433b4fa11e2316f536151acb205325df170ba5eb81701cf95f5cbd22795d8

Observation 863bee81-cc7c-4f7d-b6e5-73cbdbda098c · inbound

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools cites this paper.

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:33:58.480657Z

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.

source=pdf_text observed=2026-05-21T05:33:30.670201Z digest=sha256:8ca97129bf8e6236406e824d641bf4c5c0859798ab0c38943b8ffa5b47edf086

Observation 098e8773-a4b6-4aee-89aa-e8c021fa2c06 · inbound

One Video, One World: Turning Monocular Video into Physical 4D Scenes cites this paper.

One Video, One World: Turning Monocular Video into Physical 4D Scenes Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:15:45.006234Z

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.

source=pdf_text observed=2026-07-01T05:38:19.541391Z digest=sha256:471b26af97dcdc4765437c59d8920a2e58eae1ba92328f5aed87f784db386895