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Paper Citation Record · LEDGER

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation

As of 13 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2605.13586.

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

pith.paper-citation-record.v1
2605.13586 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T19:35:37.678942Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact16
  • verified fuzzy5
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5bff46a-a39b-4036-b715-99b241ef9b0c · outbound

This paper cites Animating Bubble Inter- actions in a Liquid Foam.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Animating Bubble Inter- actions in a Liquid Foam

Reference 1

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metadata mismatch
arxiv_id, observed 2026-05-14T19:37:50.939965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:7f8c4358346b59805b4da442e93986135cc8a716a430ec564bcf6f62ecae3687

Observation a7d0d26d-bb21-4f15-888f-85b4d7bc7aa7 · outbound

This paper cites Human-centric Indoor Scene Synthesis Using Stochastic Grammar.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Human-centric Indoor Scene Synthesis Using Stochastic Grammar

Reference 2

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verified exact
local_arxiv, observed 2026-05-14T19:37:50.897687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:35a6722377408d3d167f1636da37194b7f11c428d630c5bc94fa813541a9a75d

Observation 9f66ba1b-c764-4b62-a96d-5eed9cc80e7e · outbound

This paper cites Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Infinigen Indoors: Photorealistic Indoor Scenes using Procedural Generation

Reference 3

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.878348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:d3a8f1340a53c6e9acc72d86071c65e373c49d66f8605d1fc7bd0ed07678e962

Observation e9d0b17a-3a22-42bf-8bc3-393bb2c92e2b · outbound

This paper cites Make It Home: Automatic Optimization of Furniture Arrangement.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Make It Home: Automatic Optimization of Furniture Arrangement

Reference 4

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verified exact
doi, observed 2026-05-14T19:37:50.872247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:e0ead5e2aacc9e000a4526696aee63ff95d9142da5207196efaee2b145c318dc

Observation cb9a712f-8bb9-4348-b582-f04a07cd13d7 · outbound

This paper cites InACM SIGGRAPH 2011 Papers(Vancouver, British Columbia, Canada)(SIGGRAPH ’11).

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation InACM SIGGRAPH 2011 Papers(Vancouver, British Columbia, Canada)(SIGGRAPH ’11)

Reference 5

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metadata mismatch
doi, observed 2026-05-14T19:37:50.866014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:77121703eeabbc2e0e83a5c3236f363e9d5ec5d1625a0bef87d2559022762525

Observation 39be6b05-24db-4259-a530-36c8e3d0e587 · outbound

This paper cites ATISS: Autoregressive Transformers for Indoor Scene Synthesis.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation ATISS: Autoregressive Transformers for Indoor Scene Synthesis

Reference 6

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.848648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:1e43424281267905b9f0d5b3ce94f890cbf78b6b968261ec08c9e313392b3b01

Observation 3f18bd1d-1bd4-4168-985d-703786595df2 · outbound

This paper cites DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

Reference 7

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arxiv_id, observed 2026-05-14T19:37:50.861780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:e606b1d34df825f7c78405ff20e13270abc0c1bf7ded46593c4e35af7b8cc07d

Observation d772e382-1aca-4dc8-a2ed-a3fc4e982254 · outbound

This paper cites 2025 , isbn =.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation 2025 , isbn =

Reference 8

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metadata mismatch
arxiv_id, observed 2026-05-14T19:37:50.925020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:099024b8b86c7ee392784f6562b51c089190dd9131c4f0cb1c8c6fafac2de999

Observation dc738e8f-c605-4e6f-8472-7fd2dda5c5fb · outbound

This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment

Reference 9

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malformed identifier
doi_truncated, observed 2026-05-14T19:37:50.910893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:3e583eaa1640a62468d5a7b01520cefe023b1c0cba0974ce38624904f29f4719

Observation ce486db3-8e01-44d9-bde4-55e1dc9447b7 · outbound

This paper cites SceneFormer: Indoor Scene Generation with Transformers.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation SceneFormer: Indoor Scene Generation with Transformers

Reference 10

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.931666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:85b703d915fc6e051a70f0b73ff9babe4be49d3e468f747891cfe51a81740f32

Observation 3554e27d-3567-4257-937c-7bcbf2752d38 · outbound

This paper cites SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation SceneHGN: Hierarchical Graph Networks for 3D Indoor Scene Generation with Fine-Grained Geometry

Reference 11

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.917598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:771325a3777ede16775cc8da5e263d44d3cc51e37f3d761155369fb8bad9d174

Observation 55247533-40a0-40fa-b4f3-7d8cbfedaa07 · outbound

This paper cites Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs

Reference 12

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.835060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:8e215beeb6b4cec175591c594c1ac7744a379289db0f91d8aa67dcb06de2eeea

Observation d5f7914a-48ae-45da-8397-a081fe5a3f74 · outbound

This paper cites PlanIT: Planning and Instantiating Indoor Scenes with Relation Graph and Spatial Prior Networks.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation PlanIT: Planning and Instantiating Indoor Scenes with Relation Graph and Spatial Prior Networks

Reference 13

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.822176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:d85915caedeef1d90fc81d5581b0512700114b8d8bc21452f0dcdf2b9487ab6b

Observation 90ee3d93-9c32-4e20-9e99-32d35b790bbc · outbound

This paper cites arXiv preprint arXiv:2509.23728 , year=.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation arXiv preprint arXiv:2509.23728 , year=

Reference 14

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arxiv_id, observed 2026-05-14T19:37:50.855091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:44fdaac9b0fc77e1d73fcbfe740724be0affb06e7599a122c81fbfd30db48710

Observation f44157cd-1197-4d33-9266-acd7ff3fc613 · outbound

This paper cites 3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation 3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics

Reference 15

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metadata mismatch
arxiv_id, observed 2026-05-14T19:37:50.842459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:ad25956c495050eed2afe414e15bcc5e5ea2760ca6b50625bda1b64e8ec3ca26

Observation 59f7f53d-f6a8-41e1-996b-ecea5a701db0 · outbound

This paper cites Matterport3D: Learning from RGB-D Data in Indoor Environments.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Matterport3D: Learning from RGB-D Data in Indoor Environments

Reference 16

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metadata mismatch
local_arxiv, observed 2026-05-14T19:37:50.905832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:cae782939e019e28bd064882d8ca7c3734179d8963f242a3757a0337dede5186

Observation c79459a9-d178-4bef-a268-437ade2dc55e · outbound

This paper cites InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior

Reference 17

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metadata mismatch
arxiv_id, observed 2026-05-14T19:37:50.963381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:5efe43fe1d27c0157e6fd198556db0915147f2989bd76ee4f536ab38c75f4bd6

Observation 74e5f9b9-0bae-4d16-88b5-d07a041ede6a · outbound

This paper cites PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI

Reference 18

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.884345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:dc7edf19ab56012e25d32129b69881ea818cb7e458324334308485350d17494d

Observation e3b31499-746b-4682-8b66-0a37a43b2f61 · outbound

This paper cites EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion

Reference 19

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metadata mismatch
arxiv_id, observed 2026-05-14T19:37:50.828649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:de67eca7d6f542dc1d1595d242c27b709d9da374758be599a004bda9cf92bdb0

Observation 33f7cbb8-38fd-44bb-921b-71877c174756 · outbound

This paper cites LEGO-Net: Learning Regular Rearrangements of Objects in Rooms.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation LEGO-Net: Learning Regular Rearrangements of Objects in Rooms

Reference 20

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.956554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:9fd11915959dc80aa913ee03c9788a757ba6be94c600a987940579287d3548fc

Observation e57bc8bc-e97a-41bf-b021-5b4aaaff7f44 · outbound

This paper cites StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects

Reference 21

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.815348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:31cb0c529fc7ec45e97dbb642911fb47c0199869adc60a25c9a59a37d1c3eb2e

Observation 74f06bb3-b38d-4cc9-b989-f7885f31c3cb · outbound

This paper cites StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects

Reference 22

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verified exact
arxiv_id, observed 2026-05-14T19:37:50.946051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:3a77c6e9353bf6537b6b9458c4fd4b395989b94c7d9d81d3a9dd08cd2aff3f5b

Observation 626a2fa4-0dec-4b3d-9a73-769f592ad3c0 · outbound

This paper cites ClutterGen: A Cluttered Scene Generator for Robot Learning.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation ClutterGen: A Cluttered Scene Generator for Robot Learning

Reference 23

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arxiv_id, observed 2026-05-14T19:37:50.891002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:610edb0542b789d655d534f9a3eb3ae072ca842eb6f278656319774ddb57d515

Observation 0952326e-84f2-4ff5-aa04-b566530f2791 · outbound

This paper cites ­Y., et al.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation ­Y., et al

Reference 24

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metadata mismatch
doi, observed 2026-05-14T19:37:50.950367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:f6a83c709bbb3d06709bb4172440eae1f49021f496a1fd0996792691b6d3ad66

Observation b8ffda67-e206-46b1-9eef-75c7f5971248 · outbound

This paper cites Denoising diffusion probabilistic models.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Denoising diffusion probabilistic models

Reference 25

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verified fuzzy
raw_fallback, observed 2026-05-15T18:10:14.947379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:f3f86f234514cf767625cbbd128ccd8ee83d75698cce54ebe34b00f735a7a12f

Observation 85df8067-818b-4177-a391-3afcd77be0fc · outbound

This paper cites Markov processes.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Markov processes

Reference 26

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verified fuzzy
raw_fallback, observed 2026-05-15T18:10:14.958155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:2132c2e9d53085670df7adf81ca9caf230d0d52c4bfdbeab0466821e3575e16f

Observation b7821b14-e0c1-4834-bf93-8f9814c4acb5 · outbound

This paper cites Point-E: A System for Generating 3D Point Clouds from Complex Prompts.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Point-E: A System for Generating 3D Point Clouds from Complex Prompts

Reference 27

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verified exact
arxiv_id, observed 2026-05-14T20:51:35.400576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:3959bd19cf084ef60093acf12bf54fa11b47ae73a488afd2d9eecf5063bc6db2

Observation 08412ab9-dca0-43ca-93f8-847f4ac73a26 · outbound

This paper cites Scalable diffusion models with transformers.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Scalable diffusion models with transformers

Reference 28

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verified fuzzy
raw_fallback, observed 2026-05-15T18:10:14.962943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:1956ddebdb2b1ab972bb7022a3c555a0cc4810d2157c5285f734e4f1f5358f00

Observation a1c6ab70-18ed-4e54-8b1a-2f63380a57ea · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 29

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verified fuzzy
raw_fallback, observed 2026-05-15T18:10:14.967301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:a8c644e6876554738618b0cdeaeeb7b37cf2e64f19b085bbe5baad37f53de676

Observation 3b0cd1de-d653-440a-9ef5-a228cb82bdf8 · outbound

This paper cites Mixed diffusion for 3d indoor scene synthesis.

HetScene: Heterogeneity-Aware Diffusion for Dense Indoor Scene Generation Mixed diffusion for 3d indoor scene synthesis

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-15T18:10:14.952792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-14T19:35:37.678942Z digest=sha256:c8bef389ce77dce5429cc61e39bb41e19083dbbbba0f6ad83623731993d05b07

Pith citing papers

No inbound Pith citation observations are available.