Pith. sign in

Paper Citation Record · LEDGER

Function2Scene: 3D Indoor Scene Layout from Functional Specifications

As of 18 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2605.30819.

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

pith.paper-citation-record.v1
2605.30819 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T23:11:00.840340Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:07:54.195824Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:16:14.067578Z

Reference resolution

9 of 9 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40ac4a2d-7f5a-4954-bf0e-b216158dd071 · outbound

This paper cites Matthew Fisher, Manolis Savva, Yangyan Li, Pat Hanrahan, and Matthias Nießner.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications Matthew Fisher, Manolis Savva, Yangyan Li, Pat Hanrahan, and Matthias Nießner

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-28T23:11:00.840340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:b3566869d9ad93a6e95b0a5f53a2113bf48171a6740cee8726886e763fb753ac

Observation 07ab68f3-920b-4d20-97b1-6f9792163443 · outbound

This paper cites Disco-layout: Disentangling and coordinating semantic and physical refinement in a multi-agent framework for 3d indoor layout synthesis.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications Disco-layout: Disentangling and coordinating semantic and physical refinement in a multi-agent framework for 3d indoor layout synthesis

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:12:46.721866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:1ffac09cc9c013925187234f54c62ef99e754a12214c760f8971b78b83ece269

Observation 719767e9-9c55-4e00-89a1-526335a07b94 · outbound

This paper cites HOG-Layout: Hierarchical 3D Scene Generation, Optimization and Editing via Vision-Language Models.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications HOG-Layout: Hierarchical 3D Scene Generation, Optimization and Editing via Vision-Language Models

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T23:12:46.719054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:3e5879974fb80141e51855ed09725237b0712f03792694efc1690ddff3af7802

Observation 3f40bff7-dbec-4392-bbd9-55c7d65fca83 · outbound

This paper cites Manolis Savva, Angel X Chang, Pat Hanrahan, Matthew Fisher, and Matthias Nießner.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications Manolis Savva, Angel X Chang, Pat Hanrahan, Matthew Fisher, and Matthias Nießner

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-28T23:11:00.840340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:89361aa25a9cb5d17c3e0236dffd2b8e1e7e162e8d6b1a99cf45c2fac4008a28

Observation adb0c979-3899-46e7-aaa7-e10b964af779 · outbound

This paper cites 3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications 3D-Generalist: Self-Improving Vision-Language-Action Models for Crafting 3D Worlds

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:12:46.730083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:6eed92cd76ded790a4d8568e2388b0fefd3584695ac57b7c681bf18f23991bf7

Observation 312cbbcd-1a9e-4cd1-ade2-7e26473cde5e · outbound

This paper cites InProceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications InProceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-28T23:11:00.840340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:2aeb47dd3277a52eaef536f5ca82581b47393de5dd25d3965d6d7971162b836f

Observation 6b16d310-bce8-4148-973a-c95275068eaf · outbound

This paper cites HLG: Comprehensive 3D Room Construction via Hierarchical Layout Generation.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications HLG: Comprehensive 3D Room Construction via Hierarchical Layout Generation

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:12:46.727522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:1729d2b65b13750c3963c4f0b2585ef50f19cf6662e8b4450bcaf2af7ded9206

Observation 68b02312-dee7-4204-ad44-952619941efd · outbound

This paper cites Lap-Fai Yu, Sai Kit Yeung, Chi-Keung Tang, Demetri Terzopoulos, Tony F Chan, and Stanley J Osher.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications Lap-Fai Yu, Sai Kit Yeung, Chi-Keung Tang, Demetri Terzopoulos, Tony F Chan, and Stanley J Osher

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-28T23:11:00.840340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:e6cba9bdb8809cbb8ad25846705251b20ecea5277ec13af6a7255af503987c22

Observation 5c1ade05-2119-4f58-a453-9de0eb9e9bc1 · outbound

This paper cites directional.

Function2Scene: 3D Indoor Scene Layout from Functional Specifications directional

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:12:46.726063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T23:11:00.840340Z digest=sha256:717a0272d1a45b3d76f6c9b0df5c74e4dee7b7f80e9505bdee1f38584e825276

Pith citing papers

Observation 608a9571-0dac-4324-a71c-0945bb5c6cbc · inbound

Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis cites this paper.

Roomer: Reflective Object-Grounded Model Editing and Repair for 3D Indoor Layout Synthesis Function2Scene: 3D Indoor Scene Layout from Functional Specifications

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T15:07:54.359207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-15T15:07:54.195824Z digest=sha256:05099d020a551dc8aadb1c8c74071c65b4837af53070c461efc8c13212cb2eb6