Paper Citation Record · LEDGER

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.21371.

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

pith.paper-citation-record.v1
2507.21371 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:54:29.249790Z

measured 44 of 44 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

44 of 44 outbound references displayed

verified exact2
verified fuzzy36
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71e548c1-ab47-4099-8485-60a062aad280 · outbound

This paper cites Di- verse plausible 360-degree image outpainting for efficient 3dcg background creation.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Di- verse plausible 360-degree image outpainting for efficient 3dcg background creation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:37.334895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 85dde127-773f-4512-9d88-a3459b71212d · outbound

This paper cites Guibas, and Andrea Tagliasacchi.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Guibas, and Andrea Tagliasacchi

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:37.136376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b03d0743-977e-481b-ad56-462ad231952f · outbound

This paper cites Matterport3d: Learning from rgb-d data in indoor environments.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Matterport3d: Learning from rgb-d data in indoor environments

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:36.947281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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

This paper cites Layout2Scene: 3D Semantic Layout Guided Scene Generation via Geometry and Appearance Diffusion Priors.

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

Reference 4

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 316a79e6-b468-48b1-b2d0-98fcc1e7f3b6 · outbound

This paper cites Text2light: Zero-shot text-driven hdr panorama generation.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Text2light: Zero-shot text-driven hdr panorama generation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:36.809436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12fc3a10-0ba0-4605-8774-ecc92ee08483 · outbound

This paper cites Guided co-modulated gan for 360 ° field of view extrapolation.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Guided co-modulated gan for 360 ° field of view extrapolation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:36.640810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71fb6213-fd3e-4f82-b572-20532a99bf80 · outbound

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

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:36.412507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8fde7a5a-c592-4ee8-aa8e-4cb137418d27 · outbound

This paper cites Ctrl- room: Controllable text-to-3d room meshes generation with layout constraints.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Ctrl- room: Controllable text-to-3d room meshes generation with layout constraints

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T12:54:25.529225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ace6ee90-c47b-49a2-a5c3-7b0878eb707f · outbound

This paper cites Prim2Room: Layout-Controllable Room Mesh Generation from Primitives.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Prim2Room: Layout-Controllable Room Mesh Generation from Primitives

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:54:29.760858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d69482a1-0705-4d74-8611-837bc6c43bb9 · outbound

This paper cites Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Diffusion360: Seamless 360 Degree Panoramic Image Generation based on Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T12:54:25.768714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27b33f5-d22b-44be-8286-2db196e25238 · outbound

This paper cites What’s in my room? object recognition on indoor panoramic images.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View What’s in my room? object recognition on indoor panoramic images

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:36.084717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0f626f7-d68c-4494-904d-6b22b5a21eb6 · outbound

This paper cites Where Are You? Localization from Embodied Dialog.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Where Are You? Localization from Embodied Dialog

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T12:54:25.964572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 382e1cbc-df83-4f6f-a8fd-5cdae0c586ee · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.930478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1064a050-3693-4594-a436-24e62e844529 · outbound

This paper cites LoRA: Low-rank adaptation of large language models.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View LoRA: Low-rank adaptation of large language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.786932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e6114bf-7052-4bcf-b0e1-0e2ccbd74ec6 · outbound

This paper cites Scene4u: Hierarchical layered 3d scene reconstruction from single panoramic image for your immerse exploration.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Scene4u: Hierarchical layered 3d scene reconstruction from single panoramic image for your immerse exploration

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.677160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7749c4d7-433b-4b31-9078-c6255e9dff91 · outbound

This paper cites Duospacenet: Leveraging both bird’s-eye-view and perspective view representations for 3d object detection.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Duospacenet: Leveraging both bird’s-eye-view and perspective view representations for 3d object detection

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.527732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a10171f-dcb6-40bd-b4aa-a94b245aa4ef · outbound

This paper cites Cubediff: Repurposing diffusion-based image models for panorama generation.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Cubediff: Repurposing diffusion-based image models for panorama generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.363334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 879b55fa-6677-47d6-892b-c9d0fd3e3531 · outbound

This paper cites Kingma and Jimmy Ba.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Kingma and Jimmy Ba

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:35.145962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d79bd10d-e123-4ae7-a373-921e9b908a17 · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Doll ´ar, and Ross B.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Berg, Wan-Yen Lo, Piotr Doll ´ar, and Ross B

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:34.951366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ba6c3641-cc7b-4082-a442-3bfde6d64b8a · outbound

This paper cites Computer-Aided Layout Generation for Building Design: A Review.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Computer-Aided Layout Generation for Building Design: A Review

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T12:54:29.503798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a4650a8-55e0-4fb2-9958-f14245d85bab · outbound

This paper cites Huang, and Hengkai Guo.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Huang, and Hengkai Guo

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:34.709774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d30c499-05ee-4cfc-a241-6070e8e497d8 · outbound

This paper cites Oswald, Marc Pollefeys, and Rongjun Qin.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Oswald, Marc Pollefeys, and Rongjun Qin

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:34.456193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1aa9493-0e26-426d-ab0b-fe3cfb19486a · outbound

This paper cites Refocusable gigapixel panoramas for immersive VR experiences.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Refocusable gigapixel panoramas for immersive VR experiences

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:34.275636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff7cf16f-fbf3-48bb-be56-0f661c582c35 · outbound

This paper cites an unresolved cited work.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:34.175647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f76e66f-0f6e-4dc7-98b9-e8ed6831e5e7 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Srinivasan, Matthew Tancik, Jonathan T

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:34.028353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 06ec4439-5619-49e1-81a0-7248bc74f8e6 · outbound

This paper cites Atiss: Autoregres- sive transformers for indoor scene synthesis.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Atiss: Autoregres- sive transformers for indoor scene synthesis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:33.830491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 005d528b-beac-4080-a013-437ac29fd767 · outbound

This paper cites Deep scene synthesis of atlanta-world interiors from a single omnidirectional image.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Deep scene synthesis of atlanta-world interiors from a single omnidirectional image

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:33.645339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0414c955-ff2a-4080-9f43-883e1ad080d0 · outbound

This paper cites Sat2density: Faithful density learning from satellite-ground image pairs.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Sat2density: Faithful density learning from satellite-ground image pairs

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:33.452939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84fe52ec-e42e-45e0-b4ae-04e98ad71d7a · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View High-resolution image synthesis with latent diffusion models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:33.251797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cff16af-3269-428e-a10d-1cff3dbd65c1 · outbound

This paper cites Controlroom3d: Room generation using semantic proxy rooms.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Controlroom3d: Room generation using semantic proxy rooms

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:33.078487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c3d10a5b-ab24-4e9c-92be-c2833a40e0f7 · outbound

This paper cites Geometry-guided street-view panorama synthesis from satel- lite imagery.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Geometry-guided street-view panorama synthesis from satel- lite imagery

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:32.900059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60a6825f-90bb-443c-97e6-d7b924358e05 · outbound

This paper cites Planarsplat- ting: Accurate planar surface reconstruction in 3 minutes.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Planarsplat- ting: Accurate planar surface reconstruction in 3 minutes

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:32.751458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9469dcc8-e1da-4041-9cec-6d8836ee1381 · outbound

This paper cites Chang, and Manolis Savva.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Chang, and Manolis Savva

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:32.511446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b141ad5-97c9-4f7f-8c88-a4d525dc6d24 · outbound

This paper cites 360-degree panorama generation from few unregistered nfov images.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View 360-degree panorama generation from few unregistered nfov images

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:32.358700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30d7aa22-2c1b-4c15-b838-d98fee9df2d2 · outbound

This paper cites Cross-view panorama image synthesis.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Cross-view panorama image synthesis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:32.160720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa47136b-f725-4e3c-acba-cf37466f3367 · outbound

This paper cites Zamir, Zhi-Yang He, Alexander Sax, Ji- tendra Malik, and Silvio Savarese.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Zamir, Zhi-Yang He, Alexander Sax, Ji- tendra Malik, and Silvio Savarese

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:31.978675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4c4187fe-8905-419f-a53e-6761196fa67d · outbound

This paper cites Geospecific view generation geometry-context aware high-resolution ground view infer- ence from satellite views.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Geospecific view generation geometry-context aware high-resolution ground view infer- ence from satellite views

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:31.760454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9a024deb-b25e-4bc4-841f-529a14906c76 · outbound

This paper cites Scenecraft: Layout-guided 3d scene generation.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Scenecraft: Layout-guided 3d scene generation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:31.529623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a729a2c0-97e2-4124-9c01-8577c680d41f · outbound

This paper cites Diffpano: Scalable and consistent text to panorama generation with spherical epipolar-aware diffusion.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Diffpano: Scalable and consistent text to panorama generation with spherical epipolar-aware diffusion

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:31.350806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8443bb5-c497-48ec-ab49-ba92dfb3c6cf · outbound

This paper cites an unresolved cited work.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:54:31.125518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cfd1492c-98ba-44af-97d3-e20826d1ed3a · outbound

This paper cites Taming stable diffusion for text to 360° panorama image gen- eration.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Taming stable diffusion for text to 360° panorama image gen- eration

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:30.926157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 871df698-8ce9-499f-8217-705a0430f6e9 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Adding conditional control to text-to-image diffusion models

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:30.722523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76b58701-c96a-4cc3-ace0-faff78950b80 · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Efros, Eli Shechtman, and Oliver Wang

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:30.445960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ceaf0b03-1c80-4eec-9df5-0c7e3fb26938 · outbound

This paper cites Panorama genera- tion from nfov image done right.

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View Panorama genera- tion from nfov image done right

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:54:30.198145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.