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Paper Citation Record · LEDGER

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2607.17145.

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

pith.paper-citation-record.v1
2607.17145 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:57:35.076679Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

54 of 54 outbound references displayed

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External citation measurements

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Outbound references

Observation 1db08cad-331b-47e1-9408-e6380c0ebfb4 · outbound

This paper cites Gen3dsr: Generalizable 3d scene reconstruction via divide and conquer from a single view.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Gen3dsr: Generalizable 3d scene reconstruction via divide and conquer from a single view

Reference 1

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Observation c507544a-bfaa-4d6b-8b46-4f3d9b8fdbae · outbound

This paper cites Scenefactor: Factored latent 3d diffusion for controllable 3d scene generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Scenefactor: Factored latent 3d diffusion for controllable 3d scene generation

Reference 2

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Observation 2e945a22-259e-48c9-aaed-658f1ad6d5dd · outbound

This paper cites I-design: Personal- ized llm interior designer.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis I-design: Personal- ized llm interior designer

Reference 3

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source=pdf_text observed=2026-08-01T18:57:30.311357Z digest=sha256:9bf4d284124d287c8b9e4d2a7cd7ba6abd2946abf6403694d86c07f459b2f4b9

Observation f94b2381-49e2-4025-96bf-ef24f4cbe472 · outbound

This paper cites Scenefoundry: Generating interactive infinite 3d worlds.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Scenefoundry: Generating interactive infinite 3d worlds

Reference 4

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source=pdf_text observed=2026-08-01T18:57:30.349457Z digest=sha256:9c8f312c2b41310c72ef0d7e55a95f9e698c04a553755a3f337abcb933c95afe

Observation a9fa035d-4ccf-469d-add2-66e28d6b1462 · outbound

This paper cites Comboverse: Compositional 3d as- sets creation using spatially-aware diffusion guidance.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Comboverse: Compositional 3d as- sets creation using spatially-aware diffusion guidance

Reference 5

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source=pdf_text observed=2026-08-01T18:57:30.432658Z digest=sha256:d8ee25c5205b997ef0e2aa3e8e5dc616bb8124fee341f2601aa2ebc05a1576bf

Observation cc0af88e-09bf-4316-9270-259240828176 · outbound

This paper cites 3d- affordancellm: Harnessing large language models for open- vocabulary affordance detection in 3d worlds.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis 3d- affordancellm: Harnessing large language models for open- vocabulary affordance detection in 3d worlds

Reference 6

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Observation 663926dd-04b1-4ede-90df-a7d42efc24d8 · outbound

This paper cites Objaverse-xl: A universe of 10m+ 3d objects.Advances in Neural Informa- tion Processing Systems, 36:35799–35813, 2023.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Objaverse-xl: A universe of 10m+ 3d objects.Advances in Neural Informa- tion Processing Systems, 36:35799–35813, 2023

Reference 7

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source=pdf_text observed=2026-08-01T18:57:30.545319Z digest=sha256:1b304a09c1179ae3ef768422b754c4f35a4e71e43f8506b1956dcfb69de6e88c

Observation 3e8b1748-c536-4855-8f0d-3c6e02134bd6 · outbound

This paper cites Layoutgpt: Compositional visual plan- ning and generation with large language models.Advances in Neural Information Processing Systems, 36:18225–18250,.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Layoutgpt: Compositional visual plan- ning and generation with large language models.Advances in Neural Information Processing Systems, 36:18225–18250,

Reference 8

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Observation dc711b09-297b-4164-b527-8c6a65ec6b2a · outbound

This paper cites Text-guided editable 3d city scene gener- ation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Text-guided editable 3d city scene gener- ation

Reference 9

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Observation 02017929-c1b6-41b4-a3bf-710f82b37d75 · outbound

This paper cites 3d-future: 3d fur- niture shape with texture.International Journal of Computer Vision, 129(12):3313–3337, 2021.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis 3d-future: 3d fur- niture shape with texture.International Journal of Computer Vision, 129(12):3313–3337, 2021

Reference 10

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Observation 9332f03c-9de9-490d-b3f5-ee8cd7b0cd55 · outbound

This paper cites Graphdreamer: Compositional 3d scene synthesis from scene graphs.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Graphdreamer: Compositional 3d scene synthesis from scene graphs

Reference 11

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source=pdf_text observed=2026-08-01T18:57:30.792222Z digest=sha256:b6666281a3a9315f307bad0ffeb747fbc7db476fb499caa3df75d8436fdd2a48

Observation 0bf94c2f-df5c-4cf1-b13f-07030085f712 · outbound

This paper cites Artiscene: Language-driven artistic 3d scene generation through image intermediary.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Artiscene: Language-driven artistic 3d scene generation through image intermediary

Reference 12

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Observation 4a5285a7-00b7-48b7-8b2a-09f79a64b2b7 · outbound

This paper cites Procedural scene pro- grams for open-universe scene generation: Llm-free error correction via program search.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Procedural scene pro- grams for open-universe scene generation: Llm-free error correction via program search

Reference 13

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source=pdf_text observed=2026-08-01T18:57:30.933960Z digest=sha256:2e6cf1c1f52be51fbcf8e770d8eeb7677d2f51dc7825be91584ab598775f9047

Observation cd2ba52d-2e03-46bd-ac78-018bd21922b9 · outbound

This paper cites Reparo: Compositional 3d assets generation with differen- tiable 3d layout alignment.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Reparo: Compositional 3d assets generation with differen- tiable 3d layout alignment

Reference 14

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source=pdf_text observed=2026-08-01T18:57:31.070707Z digest=sha256:6643dff6170959cb2fefa75b664d10c698ace348227d8c121d798813e6a2e75e

Observation dcd99c1e-d4ab-4151-b8aa-31e4105f9339 · outbound

This paper cites Mesatask: Towards task-driven table- top scene generation via 3d spatial reasoning.Advances in neural information processing systems, 2025.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Mesatask: Towards task-driven table- top scene generation via 3d spatial reasoning.Advances in neural information processing systems, 2025

Reference 15

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Observation fecdd4f6-9639-4a83-93f1-bb5bf17e338a · outbound

This paper cites Scenecraft: An llm agent for synthesizing 3d scenes as blender code.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Scenecraft: An llm agent for synthesizing 3d scenes as blender code

Reference 16

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Observation 53688c70-43b6-4df5-bdda-3dc9e0e0051d · outbound

This paper cites Midi: Multi-instance diffusion for single image to 3d scene generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Midi: Multi-instance diffusion for single image to 3d scene generation

Reference 17

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Observation 5964fadf-1010-4cf4-879e-8c341013f2e3 · outbound

This paper cites GPT-4o System Card.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis GPT-4o System Card

Reference 18

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Observation d587ec5d-8f62-4c36-a670-a11f3a76b1de · outbound

This paper cites Af- fordance maintenance-based 3d scene synthesis for immer- sive mixed reality.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Af- fordance maintenance-based 3d scene synthesis for immer- sive mixed reality

Reference 19

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Observation 6f473701-b9ab-4a16-8ba9-00296b568600 · outbound

This paper cites Dreamscene: 3d gaussian-based text-to-3d scene generation via formation pattern sampling.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Dreamscene: 3d gaussian-based text-to-3d scene generation via formation pattern sampling

Reference 20

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Observation b983ba4c-8f0f-478d-9c11-7cd4dbc7dbd1 · outbound

This paper cites PhiP-G: Physics-Guided Text-to-3D Compositional Scene Generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis PhiP-G: Physics-Guided Text-to-3D Compositional Scene Generation

Reference 21

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source=pdf_text observed=2026-08-01T18:57:31.717591Z digest=sha256:a277b8fe10b2566d7cb690a56f357a77d3824fb8d39488367ddfc69886f444c1

Observation d91c84ee-9ccb-4357-b39c-95981b8ddc0e · outbound

This paper cites Worldgrow: Generating infinite 3d world.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Worldgrow: Generating infinite 3d world

Reference 22

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Observation f6d37f1f-c1db-4063-8742-e9410cc33f21 · outbound

This paper cites Instructscene: Instruction- driven 3d indoor scene synthesis with semantic graph prior.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Instructscene: Instruction- driven 3d indoor scene synthesis with semantic graph prior

Reference 23

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Observation 0973aaf3-5216-40b5-b911-1f59fe8edfde · outbound

This paper cites Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation

Reference 24

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source=pdf_text observed=2026-08-01T18:57:31.940710Z digest=sha256:7e1a807040c4f6017a9173db51788f31cbad02f1eea4d895d4d72979d16790e6

Observation b6550d89-bcd1-47a5-a65a-8a3948e3c16c · outbound

This paper cites Openshape: Scaling up 3d shape representation towards open-world understanding.Advances in neural information processing systems, 36:44860–44879, 2023.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Openshape: Scaling up 3d shape representation towards open-world understanding.Advances in neural information processing systems, 36:44860–44879, 2023

Reference 25

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Observation 0ab9121f-ff46-499c-bf02-cda84a605efa · outbound

This paper cites Scene- assistant: A visual feedback agent for open-vocabulary 3d scene generation.arXiv preprint arXiv:2603.12238, 2026.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Scene- assistant: A visual feedback agent for open-vocabulary 3d scene generation.arXiv preprint arXiv:2603.12238, 2026

Reference 26

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Observation 798726fe-f2c9-4d97-8d8a-f2704f5913b8 · outbound

This paper cites Lt3sd: Latent trees for 3d scene diffusion.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Lt3sd: Latent trees for 3d scene diffusion

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Observation b5566470-dfaa-4568-89ff-5da8ee3844d1 · outbound

This paper cites Sce- negen: Single-image 3d scene generation in one feedforward pass.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Sce- negen: Single-image 3d scene generation in one feedforward pass

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source=pdf_text observed=2026-08-01T18:57:32.327929Z digest=sha256:8c2b0a587befb0b11690c170161c49c880d7b5d05807154bc8d5ee3fd1a1b2cb

Observation 588aec02-1430-4156-9ce3-ff39e9fbd5ba · outbound

This paper cites Sceneteller: Language-to-3d scene generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Sceneteller: Language-to-3d scene generation

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source=pdf_text observed=2026-08-01T18:57:32.500128Z digest=sha256:21fdbdc52b1290490e3ae65374ab2a31ad8d77043ec316585fbdfdc99705a538

Observation 1814372d-b010-4152-95c3-c6691e826832 · outbound

This paper cites Atiss: Autoregres- sive transformers for indoor scene synthesis.Advances in Neural Information Processing Systems, 34:12013–12026,.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Atiss: Autoregres- sive transformers for indoor scene synthesis.Advances in Neural Information Processing Systems, 34:12013–12026,

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source=pdf_text observed=2026-08-01T18:57:32.613206Z digest=sha256:bb4e8a388e8f7d6ac3bac4e78995d8ef484821419a171b51784bd62e80545e4c

Observation 43520baf-6ae6-4c8e-b77f-336f70d5a806 · outbound

This paper cites Qwen3.5: Towards native multimodal agents,.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Qwen3.5: Towards native multimodal agents,

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source=pdf_text observed=2026-08-01T18:57:32.696579Z digest=sha256:6df1c49a4180d9b73ba9c5c52d8c6b15b2ceead47747f026ec47f6d1c0246881

Observation b09d7811-de8d-4489-9aec-576180fe9923 · outbound

This paper cites In- finigen indoors: Photorealistic indoor scenes using procedu- ral generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis In- finigen indoors: Photorealistic indoor scenes using procedu- ral generation

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source=pdf_text observed=2026-08-01T18:57:32.769123Z digest=sha256:5c40ce1f1a0c2582179afe213a53d21a82de4b38053154b6298be4091af7c3be

Observation 983bb220-77d9-458c-9a1e-7fccade62172 · outbound

This paper cites Layoutvlm: Differentiable optimization of 3d layout via vision-language models.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Layoutvlm: Differentiable optimization of 3d layout via vision-language models

Reference 33

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source=pdf_text observed=2026-08-01T18:57:32.887143Z digest=sha256:e8ad0872233e1692c4ac008d669aa7e435b6d4484c7ac1bc1d5daa1c18f70bd8

Observation 41b0d4b3-de60-445d-adfa-63bea29e5485 · outbound

This paper cites Hierarchically-structured open-vocabulary indoor scene synthesis with pre-trained large language model.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Hierarchically-structured open-vocabulary indoor scene synthesis with pre-trained large language model

Reference 34

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source=pdf_text observed=2026-08-01T18:57:32.969332Z digest=sha256:3ca54bf1919b18a3a68989a1f36009fadecd298053f959a8052c83ab8b33ca96

Observation 0549f7e6-2803-41ca-9190-48dd64dade0e · outbound

This paper cites Diffuscene: Denoising diffu- sion models for generative indoor scene synthesis.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Diffuscene: Denoising diffu- sion models for generative indoor scene synthesis

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source=pdf_text observed=2026-08-01T18:57:33.066327Z digest=sha256:ab3ee92425fb747eb0e37c0d92de070e35706b66804fc2a0d443ea25b795badf

Observation 5c6d27b4-a46a-4f38-bbb5-546754be2c03 · outbound

This paper cites Zeroscene: A zero-shot framework for 3d scene generation from a single image and controllable texture editing.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Zeroscene: A zero-shot framework for 3d scene generation from a single image and controllable texture editing

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:57:33.138335Z digest=sha256:048d59ddf48e8cdcec1122389507305e415c307c15c7cdab92935ce5db133054

Observation f7081b4c-cce2-4d23-8979-dc0fe739dc70 · outbound

This paper cites Towards geo- metric and textural consistency 3d scene generation via sin- gle image-guided model generation and layout optimization.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Towards geo- metric and textural consistency 3d scene generation via sin- gle image-guided model generation and layout optimization

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:57:33.249342Z digest=sha256:2b27d846f3659a759471a0f0c8c505b48783b9b8c18d0f5521c33d7d68b8c284

Observation ea35e73f-5e0a-4081-a70b-b368b4c9284d · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Gemini: A Family of Highly Capable Multimodal Models

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no resolver link, observed 2026-08-01T18:57:33.355124Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T18:57:33.355124Z digest=sha256:e61cd20eb99a55767ff89a1f19e4cd276492d1adeb9d0ab4d5138a648a0f43bb

Observation e29e9bf7-8f82-42d6-bbe6-364d2c9572fa · outbound

This paper cites Deep convolutional priors for indoor scene syn- thesis.ACM Transactions on Graphics (TOG), 37(4):1–14,.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Deep convolutional priors for indoor scene syn- thesis.ACM Transactions on Graphics (TOG), 37(4):1–14,

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source=pdf_text observed=2026-08-01T18:57:33.453365Z digest=sha256:132f4316b2e59d40f88ae6d1a5a5f5625fb5a3edac90f31ea8f6961cd97dff80

Observation 2462fcbf-b1d2-4b15-b37c-48d64f958d97 · outbound

This paper cites Diorama: Unleashing zero-shot single-view 3d indoor scene modeling.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Diorama: Unleashing zero-shot single-view 3d indoor scene modeling

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source=pdf_text observed=2026-08-01T18:57:33.528915Z digest=sha256:78a9b9324a179eaf4e11ad44977e337850fd4479f808445ca30549c2c2dc1fa4

Observation 0f566a97-faeb-4a23-9ae8-4db53e2e5664 · outbound

This paper cites Physcene: Physically interactable 3d scene synthe- sis for embodied ai.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Physcene: Physically interactable 3d scene synthe- sis for embodied ai

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no resolver link, observed 2026-08-01T18:57:33.612703Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T18:57:33.612703Z digest=sha256:4952a11b012a099f30c9e254b36058b4be5491058b559805dc1390fc2d0a0dbf

Observation 560e434c-50c3-457a-bc95-a72ae7943426 · outbound

This paper cites Holodeck: Language guided gen- eration of 3d embodied ai environments.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Holodeck: Language guided gen- eration of 3d embodied ai environments

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no resolver link, observed 2026-08-01T18:57:33.716651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:57:33.716651Z digest=sha256:95fb03fc0a9483d6003405237ae9d9f2a14d992f2e5b21d50b7cd82d3bd29698

Observation b2dbfdf0-6704-4c56-a821-174478e6fd14 · outbound

This paper cites Sceneweaver: All-in-one 3d scene synthesis with an extensible and self-reflective agent.Advances in neural information processing systems, 2025.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Sceneweaver: All-in-one 3d scene synthesis with an extensible and self-reflective agent.Advances in neural information processing systems, 2025

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no resolver link, observed 2026-08-01T18:57:33.834748Z

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source=pdf_text observed=2026-08-01T18:57:33.834748Z digest=sha256:288aef88a9b97b92bd829be4d6da17b657cb25ff13a8b59286f5ea3f4c6b66b7

Observation cb77df28-842b-4656-b0d2-b116c4f589a7 · outbound

This paper cites Mmgdreamer: Mixed-modality graph for geometry-controllable 3d indoor scene generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Mmgdreamer: Mixed-modality graph for geometry-controllable 3d indoor scene generation

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no resolver link, observed 2026-08-01T18:57:33.908829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:57:33.908829Z digest=sha256:cc07bdd672ce454916eed0a5634c539e811ec0adfd69cad103c7ebcb94bf0d52

Observation a6667b33-a24c-4cb1-8231-e1c12d029d15 · outbound

This paper cites Cast: Component-aligned 3d scene reconstruction from an rgb image.ACM Transactions on Graphics (TOG), 44(4): 1–19, 2025.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Cast: Component-aligned 3d scene reconstruction from an rgb image.ACM Transactions on Graphics (TOG), 44(4): 1–19, 2025

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no resolver link, observed 2026-08-01T18:57:34.046247Z

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source=pdf_text observed=2026-08-01T18:57:34.046247Z digest=sha256:768b07b6a97ae309fe0769a00947a93c2b1fb9fcd9676ac5cac4920d3d6b635c

Observation 2a0331e2-f45c-4b84-af87-b30779f71fc7 · outbound

This paper cites Roomdesigner: Encoding anchor-latents for style- consistent and shape-compatible indoor scene generation.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Roomdesigner: Encoding anchor-latents for style- consistent and shape-compatible indoor scene generation

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source=pdf_text observed=2026-08-01T18:57:34.106130Z digest=sha256:cafe46f033bef8e4ec16ebfb0c7266ee4574de927463b05fa6e1a53d152c5e95

Observation 7d3d11cc-5452-4d40-8440-884146a9da1d · outbound

This paper cites Zero-shot scene reconstruction from single images with deep prior as- sembly.Advances in Neural Information Processing Sys- tems, 37:39104–39127, 2024.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Zero-shot scene reconstruction from single images with deep prior as- sembly.Advances in Neural Information Processing Sys- tems, 37:39104–39127, 2024

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source=pdf_text observed=2026-08-01T18:57:34.233680Z digest=sha256:d9af8fe5b20dd1b469a6e36958e681c062c51f0f674c4912950d17921cbdb431

Observation eb4c3542-14ca-434b-8c67-188e9bbf4b55 · outbound

This paper cites Gala3d: Towards text-to-3d complex scene generation via layout-guided generative gaussian splatting.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Gala3d: Towards text-to-3d complex scene generation via layout-guided generative gaussian splatting

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T18:57:34.386854Z digest=sha256:70bbbd23688cbbba3fef8e3d480f60ab779f984b3bfb193bcb73c3ed6d13d6ca

Observation 01149136-ae30-44ae-89e9-602fa4a906a9 · outbound

This paper cites Lay- outdreamer: Physics-guided layout for text-to-3d composi- tional scene generation.Pattern Recognition, page 113427,.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Lay- outdreamer: Physics-guided layout for text-to-3d composi- tional scene generation.Pattern Recognition, page 113427,

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source=pdf_text observed=2026-08-01T18:57:34.467167Z digest=sha256:baf605169953f54ddfef573941c6300a277754f2575953ef6bfc9be2d84cc74b

Observation 6829cd6a-9094-47cf-99c6-70291dc7cc6c · outbound

This paper cites Imaginarium: Vision-guided high- quality 3d scene layout generation.ACM Transactions on Graphics (TOG), 44(6):1–24, 2025.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Imaginarium: Vision-guided high- quality 3d scene layout generation.ACM Transactions on Graphics (TOG), 44(6):1–24, 2025

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-01T18:57:34.631106Z digest=sha256:e63c299d8612b792f7112ef74c9cc1c97912c9ede7f9d93957beee9af991a13e

Observation 41b051dc-6585-4fbc-b1f8-2d5152df1ea2 · outbound

This paper cites an unresolved cited work.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Unresolved cited work

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source=pdf_text observed=2026-08-01T18:57:34.774135Z digest=sha256:d23704a13f31ed197ceeaf9a59014707def7700482025f39d5e765bdbea4d49f

Observation 0a166e6e-5d4b-468c-a7bd-11fc1be7249f · outbound

This paper cites Splitting hyperplanes are randomly selected along theX orYaxes, terminating when the target number of rooms is reached or the area falls below a usability threshold.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Splitting hyperplanes are randomly selected along theX orYaxes, terminating when the target number of rooms is reached or the area falls below a usability threshold

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source=pdf_text observed=2026-08-01T18:57:34.866227Z digest=sha256:b9abf8aba5e1f73c9c6365d61bf4e6ddefae43f8178dd52e1e743e7e864887a4

Observation e67b712d-6064-40c0-8c99-5ed9e206e169 · outbound

This paper cites an unresolved cited work.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis Unresolved cited work

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source=pdf_text observed=2026-08-01T18:57:35.016658Z digest=sha256:e578321923feea77b53272399d256114b19665af91abbb28e2c5461adde9d9e9

Observation 016e790d-1ddf-4d7f-bb67-81e90843e0ea · outbound

This paper cites rooms": {.

Text2Villa: Hierarchical Generation of 3D Indoor Environments with Physics-Aware Analysis-by-Synthesis rooms": {

Reference 54

Resolution
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no resolver link, observed 2026-08-01T18:57:35.076679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:57:35.076679Z digest=sha256:536fadea7964397770344b6a4aff0dd226e713092e8e3b1796b48a981c4362d6

Pith citing papers

No inbound Pith citation observations are available.