Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling | Paper Citation Record

Observation c10ed52d-ecbc-492b-a1d2-bede40549c6a · outbound

This paper cites SATR: Zero-shot semantic segmentation of 3D shapes.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SATR: Zero-shot semantic segmentation of 3D shapes

Reference 1

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Observation b0fc3940-b544-4ef7-b7e4-e7d03103bcb2 · outbound

This paper cites SceneCom- plete: Open-world 3D scene completion in complex real world environments for robot manipulation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SceneCom- plete: Open-world 3D scene completion in complex real world environments for robot manipulation

Reference 2

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Observation 1f4f9780-9735-48f0-b581-eaa8adef76f4 · outbound

This paper cites Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Open-Universe Indoor Scene Generation using LLM Program Synthesis and Uncurated Object Databases

Reference 3

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Observation 4569fd82-0eb5-4ccf-8408-1bcf034bcbb4 · outbound

This paper cites Scan2CAD: Learning CAD model alignment in RGB-D scans.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Scan2CAD: Learning CAD model alignment in RGB-D scans

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.505334Z

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Observation e2900653-dc28-4d3e-bff9-dcf7312b8ac8 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Emerg- ing properties in self-supervised vision transformers

Reference 5

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Observation 7da11930-16d1-4549-9077-4548384cca77 · outbound

This paper cites ShapeNet: An Information-Rich 3D Model Repository.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ShapeNet: An Information-Rich 3D Model Repository

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.511213Z

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Observation 6fa30b9e-676e-459b-9dad-b82ad1ec18d5 · outbound

This paper cites CLIP2Scene: Towards label-efficient 3D scene un- derstanding by CLIP.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling CLIP2Scene: Towards label-efficient 3D scene un- derstanding by CLIP

Reference 7

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Observation 3461e84d-5a87-42d0-8f08-242c6964026d · outbound

This paper cites Single-view 3D scene reconstruc- tion with high-fidelity shape and texture.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Single-view 3D scene reconstruc- tion with high-fidelity shape and texture

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.516584Z

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Observation d1a26e7b-6693-4eaf-a69e-a43ad1dc52d4 · outbound

This paper cites URDFormer: A Pipeline for Constructing Articulated Simulation Environments from Real-World Images.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling URDFormer: A Pipeline for Constructing Articulated Simulation Environments from Real-World Images

Reference 9

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Observation c152bf9f-fd1c-4877-9db7-f4ef625b6bb6 · outbound

This paper cites ScanNet: Richly-annotated 3D reconstructions of indoor scenes.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ScanNet: Richly-annotated 3D reconstructions of indoor scenes

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.521898Z

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Observation 6b6e1817-d7fd-48a5-805d-f8c3b396e0e0 · outbound

This paper cites Automated Creation of Digital Cousins for Robust Policy Learning.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Automated Creation of Digital Cousins for Robust Policy Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.524207Z

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Observation 4b986f3b-c3e1-4058-93f5-6e6687f99228 · outbound

This paper cites Objaverse: A universe of annotated 3d objects.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Objaverse: A universe of annotated 3d objects

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.527276Z

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Observation 90fe9c9d-96ce-4944-81a5-ffad12978faa · outbound

This paper cites SceneFun3D: Fine-grained functionality and affordance un- derstanding in 3D scenes.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SceneFun3D: Fine-grained functionality and affordance un- derstanding in 3D scenes

Reference 13

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Observation f034f4e7-ed66-4761-82f8-d719e5bb0389 · outbound

This paper cites PLA: Language-driven open- vocabulary 3D scene understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling PLA: Language-driven open- vocabulary 3D scene understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.532957Z

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Observation 2ac572d8-4fd1-4b72-b3ac-7d1c6df8ec1c · outbound

This paper cites PanoContext-Former: Panoramic total scene understanding with a transformer.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling PanoContext-Former: Panoramic total scene understanding with a transformer

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.535892Z

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Observation eaaf686a-693b-4f76-8ab8-5e89260c4f29 · outbound

This paper cites CLIP- Away: Harmonizing focused embeddings for removing ob- jects via diffusion models.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling CLIP- Away: Harmonizing focused embeddings for removing ob- jects via diffusion models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.538456Z

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Observation a4b66764-a5ea-4d09-8c3f-6eb2e3eed339 · outbound

This paper cites Prob- ing the 3D awareness of visual foundation models.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Prob- ing the 3D awareness of visual foundation models

Reference 17

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Observation 4307cfc7-8e60-4dc0-bb28-44d4669cff56 · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 18

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Observation 4b65af23-3c8f-4cbc-94a4-b502f79ca123 · outbound

This paper cites Fischler and Robert C.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Fischler and Robert C

Reference 19

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Observation 36b5064f-c43d-45c7-b707-0bb01a285626 · outbound

This paper cites Example-based synthesis of 3d object arrangements.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Example-based synthesis of 3d object arrangements

Reference 20

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Observation 7f63adc0-3367-483c-8376-984dc9be9b26 · outbound

This paper cites 3d-front: 3d furnished rooms with layouts and semantics.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling 3d-front: 3d furnished rooms with layouts and semantics

Reference 21

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Observation a4cc9940-54dc-4f87-85a2-32d1c84734fe · outbound

This paper cites Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Scene-LLM: Extending Language Model for 3D Visual Understanding and Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.554635Z

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Observation 4cc51535-0c6e-4a92-87c1-4c6e61dea9bb · outbound

This paper cites Any- home: Open-vocabulary generation of structured and tex- tured 3d homes.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Any- home: Open-vocabulary generation of structured and tex- tured 3d homes

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.558068Z

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Observation 11432c41-d44e-4321-9968-19ef40bb787c · outbound

This paper cites DiffCAD: Weakly-supervised probabilistic CAD model retrieval and alignment from an RGB image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling DiffCAD: Weakly-supervised probabilistic CAD model retrieval and alignment from an RGB image

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.560446Z

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Observation b99148ee-bb8a-4528-840f-8e326469b597 · outbound

This paper cites GraphDreamer: Compositional 3D scene synthesis from scene graphs.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling GraphDreamer: Compositional 3D scene synthesis from scene graphs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.563920Z

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Observation aa3bb3ee-95c7-442f-a61e-50183eddfc04 · outbound

This paper cites Zero-shot category-level object pose estimation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Zero-shot category-level object pose estimation

Reference 26

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Observation 44c9488f-8f54-4e50-a6e5-e4f699ea6f0d · outbound

This paper cites ROCA: Robust CAD model retrieval and alignment from a single image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ROCA: Robust CAD model retrieval and alignment from a single image

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.509037Z

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Observation 1389a93c-938b-429c-93de-ea4f091f3eb5 · outbound

This paper cites 3D-LLM: In- jecting the 3D world into large language models.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling 3D-LLM: In- jecting the 3D world into large language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.501591Z

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Observation eadedfa4-e170-4b51-94f0-c1486f70a6ed · outbound

This paper cites Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.576177Z

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Observation 3914b068-dd94-433a-9877-e4b1564c8537 · outbound

This paper cites Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:11:50.011876Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1682dc6-5c43-417d-963c-0c57922a5317 · outbound

This paper cites Holistic 3D scene parsing and re- construction from a single RGB image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Holistic 3D scene parsing and re- construction from a single RGB image

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.493482Z

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Observation f40c009a-a11c-4b74-b560-43cc7a141fc7 · outbound

This paper cites OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.584612Z

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Observation e0d13309-f173-4a11-aa4c-20ffb32777b9 · outbound

This paper cites CenterSnap: Single-shot multi-object 3D shape reconstruction and categorical 6D pose and size estimation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling CenterSnap: Single-shot multi-object 3D shape reconstruction and categorical 6D pose and size estimation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.485608Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4029bd80-e635-4220-9332-c665f271c800 · outbound

This paper cites an unresolved cited work.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.590378Z

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Observation c4df1580-0934-4c3e-ab63-e5cae16d210a · outbound

This paper cites ConceptFusion: Open-set Multimodal 3D Mapping.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ConceptFusion: Open-set Multimodal 3D Mapping

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.592608Z

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Observation 8d8df2bf-ae13-4266-b896-c28c4e3f334a · outbound

This paper cites SceneVerse: Scaling 3D vision-language learning for grounded scene understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SceneVerse: Scaling 3D vision-language learning for grounded scene understanding

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.473781Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9fd86233-c5dd-4801-b59e-9f150ccc453d · outbound

This paper cites LERF: Language embed- ded radiance fields.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling LERF: Language embed- ded radiance fields

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.466992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fbf60058-fe52-4163-9c27-40d3938ce0a2 · outbound

This paper cites Habitat synthetic scenes dataset (HSSD-200): An analysis of 3D scene scale and realism tradeoffs for objectgoal naviga- tion.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Habitat synthetic scenes dataset (HSSD-200): An analysis of 3D scene scale and realism tradeoffs for objectgoal naviga- tion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.460093Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 78cb8e7f-801f-44dc-aa8b-676e4c882697 · outbound

This paper cites Segment Anything.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Segment Anything

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.604227Z

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Observation 63ef7ff9-186c-42a7-95a2-83510ec31c31 · outbound

This paper cites Mask2CAD: 3D shape prediction by learning to seg- ment and retrieve.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Mask2CAD: 3D shape prediction by learning to seg- ment and retrieve

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.452832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b19deefe-7550-41d4-8e8a-3d8bba338e28 · outbound

This paper cites Patch2cad: Patchwise embedding learning for in-the- wild shape retrieval from a single image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Patch2cad: Patchwise embedding learning for in-the- wild shape retrieval from a single image

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.445461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49a26a17-6fdb-4f7a-9957-55c070ed88bc · outbound

This paper cites Langer, G.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Langer, G

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.438477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad0699e8-db43-43c7-8977-55b4a505aef9 · outbound

This paper cites FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.617182Z

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Observation 141f1074-31b5-42c3-ad5e-6632d1020d50 · outbound

This paper cites Duoduo CLIP: Efficient 3D Understanding with Multi-View Images.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Duoduo CLIP: Efficient 3D Understanding with Multi-View Images

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.619909Z

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Unavailable: canonical work link unavailable.

Observation 51b90bbf-2d31-4901-abb9-0b501532ab37 · outbound

This paper cites Evaluating Real-World Robot Manipulation Policies in Simulation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Evaluating Real-World Robot Manipulation Policies in Simulation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.622478Z

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Unavailable: canonical work link unavailable.

Observation 08c3a02c-a967-425e-889e-8e411437f904 · outbound

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

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.625257Z

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Unavailable: canonical work link unavailable.

Observation 33e30b14-43ea-407b-af39-8b59d8bfdcd7 · outbound

This paper cites Towards high-fidelity single-view holistic reconstruction of indoor scenes.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Towards high-fidelity single-view holistic reconstruction of indoor scenes

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.430827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5afda80b-60e8-4cef-a612-0b847c5398af · outbound

This paper cites LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:11:49.953020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05e95c9d-3b13-421d-b51b-dfc76d29ae6b · outbound

This paper cites PartSLIP: Low-shot part segmentation for 3D point clouds via pretrained image- language models.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling PartSLIP: Low-shot part segmentation for 3D point clouds via pretrained image- language models

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.422596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4aa060b-a51c-4e72-ae46-90abf372a5c4 · outbound

This paper cites OpenShape: Scaling up 3D shape representation towards open-world understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling OpenShape: Scaling up 3D shape representation towards open-world understanding

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.415948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 899abf58-de0f-4be0-92c4-72564e622cab · outbound

This paper cites Open-vocabulary point-cloud object detection without 3D annotation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Open-vocabulary point-cloud object detection without 3D annotation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.408637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 299a2f2d-ca6e-4ec6-a677-6b5b8c355a71 · outbound

This paper cites Vid2CAD: CAD model alignment using multi-view constraints from videos.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Vid2CAD: CAD model alignment using multi-view constraints from videos

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.400234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5c630e24-16f8-4a04-8cc6-96b3964b67d9 · outbound

This paper cites Cad-estate: Large-scale cad model annota- tion in rgb videos.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Cad-estate: Large-scale cad model annota- tion in rgb videos

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.393160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 01ecffa7-6669-4a6e-9d06-1f38217748c9 · outbound

This paper cites Scaling open-vocabulary object detection.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Scaling open-vocabulary object detection

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.386021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aef7d29d-6dd1-4f0a-ad72-4fc34ac6a4bb · outbound

This paper cites Open3DIS: Open-vocabulary 3D instance segmentation with 2D mask guidance.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Open3DIS: Open-vocabulary 3D instance segmentation with 2D mask guidance

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.378614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2bf060e5-9f48-423b-aa8b-4477f6de6072 · outbound

This paper cites GigaPose: Fast and Robust Novel Ob- ject Pose Estimation via One Correspondence.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling GigaPose: Fast and Robust Novel Ob- ject Pose Estimation via One Correspondence

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.369090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dea198db-3ebb-431c-89e1-4664d7dd54ea · outbound

This paper cites Total3DUnderstanding: Joint layout, object pose and mesh reconstruction for indoor scenes from a single image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Total3DUnderstanding: Joint layout, object pose and mesh reconstruction for indoor scenes from a single image

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.360211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8e93a9eb-b3e8-4bb6-85ec-f0c01fb757b6 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling DINOv2: Learning Robust Visual Features without Supervision

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.658751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13524e66-3cc2-4a6e-92c3-956d93cbd301 · outbound

This paper cites ATISS: Autore- gressive transformers for indoor scene synthesis.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ATISS: Autore- gressive transformers for indoor scene synthesis

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.351186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 264b8f0a-3f84-4350-b2bf-25d1fbaa5973 · outbound

This paper cites OpenScene: 3D scene understanding with open vocabular- ies.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling OpenScene: 3D scene understanding with open vocabular- ies

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.344077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d82d9222-8027-40e7-98db-82eb806064aa · outbound

This paper cites LangSplat: 3D language gaussian splat- ting.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling LangSplat: 3D language gaussian splat- ting

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.336354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8d9bafd8-7cf4-4c13-8d8a-7564cbd35969 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Learning transferable visual models from natural language supervi- sion

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.671433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a9a5f5-90cc-4ae7-b497-2e2fe0b355e9 · outbound

This paper cites Fast and flex- ible indoor scene synthesis via deep convolutional genera- tive models.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Fast and flex- ible indoor scene synthesis via deep convolutional genera- tive models

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.325043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 787cabb3-1af9-40d0-81f9-3dbcd1c2acb4 · outbound

This paper cites Hypersim: A photorealistic syn- thetic dataset for holistic indoor scene understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Hypersim: A photorealistic syn- thetic dataset for holistic indoor scene understanding

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.318328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 880af085-46f0-4a31-b380-5f96591c318d · outbound

This paper cites Estimating generic 3D room structures from 2D annotations.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Estimating generic 3D room structures from 2D annotations

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.309562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2676c924-eef1-447c-8041-2becce7e76e2 · outbound

This paper cites Computational geometry.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Computational geometry

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.301546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae21a2f4-160a-4e51-9794-8c91025c928d · outbound

This paper cites PlaneRecTR: Uni- fied query learning for 3D plane recovery from a single view.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling PlaneRecTR: Uni- fied query learning for 3D plane recovery from a single view

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.295397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff8537de-ce15-41b0-82eb-07afa53accbf · outbound

This paper cites General 3D room layout from a single view by render-and-compare.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling General 3D room layout from a single view by render-and-compare

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.287652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7d498c06-3dfd-46a6-b560-7a03cd10f95b · outbound

This paper cites Lempitsky.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Lempitsky

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.280447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c8d8126c-03d9-4792-a825-8a3a4f38bf44 · outbound

This paper cites Habitat 2.0: Training home assistants to rearrange their habitat.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Habitat 2.0: Training home assistants to rearrange their habitat

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.273410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54f70c6a-f0bf-47ed-b740-f7e59808c83c · outbound

This paper cites OpenMask3D: Open-Vocabulary 3D Instance Segmentation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling OpenMask3D: Open-Vocabulary 3D Instance Segmentation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.697493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabec119-1f50-43de-a3f9-688cb1002400 · outbound

This paper cites SceneMotifCoder: Example-driven Visual Program Learning for Generating 3D Object Arrangements.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SceneMotifCoder: Example-driven Visual Program Learning for Generating 3D Object Arrangements

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.700931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6a11eb-53e0-4c2a-a996-ecd22a6e70e4 · outbound

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

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling DiffuScene: Denoising diffu- sion models for generative indoor scene synthesis

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.266035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 41f804fa-f2cc-4271-812a-cb9dc1345bda · outbound

This paper cites Least-squares estimation of transforma- tion parameters between two point patterns.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Least-squares estimation of transforma- tion parameters between two point patterns

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.257927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aa30b035-e05d-4931-b51e-827bac432aa7 · outbound

This paper cites Deep convolutional priors for indoor scene syn- thesis.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Deep convolutional priors for indoor scene syn- thesis

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.251260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0815e5db-bc2b-483d-97d8-b42e5d68612d · outbound

This paper cites PlanIT: Planning and in- stantiating indoor scenes with relation graph and spatial prior networks.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling PlanIT: Planning and in- stantiating indoor scenes with relation graph and spatial prior networks

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.244285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a365394-dbd9-407f-8cd0-cdf9e83bc041 · outbound

This paper cites Lift3D: Zero-shot lifting of any 2D vi- sion model to 3D.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Lift3D: Zero-shot lifting of any 2D vi- sion model to 3D

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.237503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4d9314b-7d34-466e-b97b-048b3bb45935 · outbound

This paper cites SceneFormer: Indoor scene generation with transformers.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling SceneFormer: Indoor scene generation with transformers

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.230954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5d969a9a-5799-4b47-ad3b-779e1785e78a · outbound

This paper cites Lego-net: Learning regular rearrangements of ob- jects in rooms.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Lego-net: Learning regular rearrangements of ob- jects in rooms

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.224002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 85a496ba-cd1d-4b62-9b6f-182dd497fc87 · outbound

This paper cites R3ds: Reality-linked 3d scenes for panoramic scene understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling R3ds: Reality-linked 3d scenes for panoramic scene understanding

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.217254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7760160-f15f-44c5-b27c-5c3f8fe3d692 · outbound

This paper cites Generalizing single-view 3D shape retrieval to occlu- sions and unseen objects.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Generalizing single-view 3D shape retrieval to occlu- sions and unseen objects

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.209991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e18b82c3-98e4-4f11-89d0-3f068ae12108 · outbound

This paper cites ULIP-2: Towards scal- able multimodal pre-training for 3D understanding.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ULIP-2: Towards scal- able multimodal pre-training for 3D understanding

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.201800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 02d3f13e-c7db-4f0a-82b0-1d96e5be249b · outbound

This paper cites Learning to reconstruct 3d non-cuboid room layout from a single rgb image.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Learning to reconstruct 3d non-cuboid room layout from a single rgb image

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.194470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d06723d3-9339-40d2-ad98-66f40cf7dde5 · outbound

This paper cites Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.734860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11ce0f39-aab4-4e95-a6de-e8952184a690 · outbound

This paper cites Depth Anything V2.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Depth Anything V2

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.737583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd72d8e8-af42-4cde-aa27-6e12c9c63ac3 · outbound

This paper cites ImOV3D: Learning Open-Vocabulary Point Clouds 3D Object Detection from Only 2D Images.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling ImOV3D: Learning Open-Vocabulary Point Clouds 3D Object Detection from Only 2D Images

Reference 86

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:11:49.916053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae042157-ac9d-4eac-a7dd-24e250697efa · outbound

This paper cites Holodeck: Language guided gen- eration of 3D embodied AI environments.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Holodeck: Language guided gen- eration of 3D embodied AI environments

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.186658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf604c72-7298-4844-9d0f-897e80fac004 · outbound

This paper cites Multi-view Aggregation Network for Dichotomous Image Segmentation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Multi-view Aggregation Network for Dichotomous Image Segmentation

Reference 88

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:11:49.905489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d35df8f3-c6fb-426b-86db-10310aa4bad0 · outbound

This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Inpaint Anything: Segment Anything Meets Image Inpainting

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.748866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 096e0f4b-243d-4d72-a29f-042671238d5e · outbound

This paper cites Improving 2D feature representations by 3D-aware fine-tuning.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Improving 2D feature representations by 3D-aware fine-tuning

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.178196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c9c5a416-f891-4c26-9f76-9ce0382ff57d · outbound

This paper cites DeepPanoCon- text: Panoramic 3D scene understanding with holistic scene context graph and relation-based optimization.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling DeepPanoCon- text: Panoramic 3D scene understanding with holistic scene context graph and relation-based optimization

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.170172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8bb5fafc-8cf4-4e2e-939d-5b266b049bb5 · outbound

This paper cites CLIP-FO3D: Learning free open-world 3D scene representations from 2D dense CLIP.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling CLIP-FO3D: Learning free open-world 3D scene representations from 2D dense CLIP

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.162667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5a632b2e-c84f-44a5-b1b9-8c367523e5e8 · outbound

This paper cites Structured3D: A large photo-realistic dataset for structured 3D modeling.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Structured3D: A large photo-realistic dataset for structured 3D modeling

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.155290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8dc8a302-6b17-4eb6-a682-4dddcdc1ae71 · outbound

This paper cites Bilateral refer- 12 ence for high-resolution dichotomous image segmentation.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Bilateral refer- 12 ence for high-resolution dichotomous image segmentation

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.147406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff514cac-978c-4aae-a9e8-ff68e3efb5e8 · outbound

This paper cites Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.764963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 601a6c67-5a14-4e0a-b27a-c02bae60cec9 · outbound

This paper cites Open3D: A Modern Library for 3D Data Processing.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Open3D: A Modern Library for 3D Data Processing

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T10:11:49.769541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0326cd5a-3ce0-4e48-8e58-c24586f365e0 · outbound

This paper cites Point- CLIP v2: Prompting CLIP and GPT for powerful 3D open- world learning.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Point- CLIP v2: Prompting CLIP and GPT for powerful 3D open- world learning

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.138459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 843593dc-c620-4229-a2c7-860359cbced8 · outbound

This paper cites GRS: Generating robotic simulation tasks from real-world images.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling GRS: Generating robotic simulation tasks from real-world images

Reference 98

Resolution: verified exact; raw_fallback, observed 2026-08-12T10:11:49.871719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ae5943dc-7d99-4022-ab7e-5ce3bce352b7 · outbound

This paper cites gpt-4o-2024-08-06.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling gpt-4o-2024-08-06

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:11:50.128905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 775dd22d-dda3-4b03-8033-b0e597ed2b6c · outbound

This paper cites a photo of CLASS.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling a photo of CLASS

Reference 100

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T10:11:50.120553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers