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Paper Citation Record · LEDGER

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction

As of 20 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 4 inbound Pith citation observations for arXiv:2412.03428.

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

pith.paper-citation-record.v1
2412.03428 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:27:45.021014Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:36:14.010771Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:46:55.557907Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy35
  • unresolved24
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41c39351-de3e-4242-919a-aa603511da3d · outbound

This paper cites Pixelwise view selection for unstructured multi-view stereo.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Pixelwise view selection for unstructured multi-view stereo

Reference 1

Resolution
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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.

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Observation 208ce337-22af-4c69-888a-613acab4ffa7 · outbound

This paper cites Ef- ficient deep learning for stereo matching.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Ef- ficient deep learning for stereo matching

Reference 2

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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.

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Observation 23c42e19-f2d9-4aeb-a44f-8db22e455817 · outbound

This paper cites Mvsnet: Depth inference for unstructured multi-view stereo.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Mvsnet: Depth inference for unstructured multi-view stereo

Reference 3

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Source-reported events for the cited work

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Observation 4506ce90-805c-4fa7-a717-69a25818878b · outbound

This paper cites Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Neus: Learning neural implicit surfaces by volume rendering for multi-view reconstruction

Reference 4

Resolution
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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.

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Observation 3b6419ee-d035-4563-b9d3-89d6c3f17410 · outbound

This paper cites Neuris: Neural reconstruction of indoor scenes using normal priors.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Neuris: Neural reconstruction of indoor scenes using normal priors

Reference 5

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

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Observation b7ac60de-5172-4c8d-b680-ed7e67dcbb5e · outbound

This paper cites Monosdf: Exploring monocu- lar geometric cues for neural implicit surface reconstruc- tion.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Monosdf: Exploring monocu- lar geometric cues for neural implicit surface reconstruc- tion

Reference 6

Resolution
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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.

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Observation c69a366a-490c-42a0-ba5c-9c02ce5cfb01 · outbound

This paper cites Edge-aware neural im- plicit surface reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Edge-aware neural im- plicit surface reconstruction

Reference 7

Resolution
verified fuzzy
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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.

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Observation 38e2112d-a020-450b-840f-57233d740cb0 · outbound

This paper cites Fine-detailed neural indoor scene reconstruction using multi-level importance sampling and multi-view con- sistency.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Fine-detailed neural indoor scene reconstruction using multi-level importance sampling and multi-view con- sistency

Reference 8

Resolution
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Source-reported events for the cited work

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Observation 138eabb6-1352-4c88-9a8c-caf444dfa72b · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction 3d gaussian splatting for real-time radiance field rendering

Reference 9

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Source-reported events for the cited work

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Observation 44d5b71c-9119-42dc-a6f5-429b36fe8e72 · outbound

This paper cites 2D Gaussian Splatting for Geometrically Accurate Radiance Fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

Reference 10

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Source-reported events for the cited work

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Observation e6cc2a91-2c02-4b6f-a69d-ddfe4a37e726 · outbound

This paper cites Patchmatch: A randomized correspon- dence algorithm for structural image editing.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Patchmatch: A randomized correspon- dence algorithm for structural image editing

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 60d5caa7-e9a0-41ff-a95d-cfd96a347429 · outbound

This paper cites Gipuma: Massively parallel multi-view stereo reconstruc- tion.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Gipuma: Massively parallel multi-view stereo reconstruc- tion

Reference 12

Resolution
verified fuzzy
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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.

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Observation 97f12601-3b8c-4e34-9a69-faebb057fd50 · outbound

This paper cites Accurate, dense, and robust multiview stereopsis.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Accurate, dense, and robust multiview stereopsis

Reference 13

Resolution
verified fuzzy
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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.

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Observation 7a7c332d-5866-459c-b295-ce62d0d69610 · outbound

This paper cites Screened poisson sur- face reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Screened poisson sur- face reconstruction

Reference 14

Resolution
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Source-reported events for the cited work

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Observation 2bdccf06-a21d-4a6e-a325-2721f267e83a · outbound

This paper cites A probabilistic framework for space carving.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction A probabilistic framework for space carving

Reference 15

Resolution
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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.

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Observation 4ff8adf3-e965-48fe-b5e3-fb83bb05f441 · outbound

This paper cites Poxels: Probabilistic voxelized volume reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Poxels: Probabilistic voxelized volume reconstruction

Reference 16

Resolution
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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.

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Observation c7da1797-7933-46bf-a4f0-2e2f862d7027 · outbound

This paper cites Photorealistic scene reconstruction by voxel coloring.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Photorealistic scene reconstruction by voxel coloring

Reference 17

Resolution
verified fuzzy
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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.

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Observation 4ab56e19-3037-47f4-8243-cc01ef576358 · outbound

This paper cites Dist: Rendering deep implicit signed distance function with differentiable sphere tracing.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Dist: Rendering deep implicit signed distance function with differentiable sphere tracing

Reference 18

Resolution
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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.

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Observation 12a022a7-0d67-43d1-be7e-6096a9fa1e91 · outbound

This paper cites Demon: Depth and motion network for learning monocular stereo.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Demon: Depth and motion network for learning monocular stereo

Reference 19

Resolution
verified fuzzy
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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.

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Observation 26641a1a-c4d5-4b95-88d4-e35aaf35b82d · outbound

This paper cites Learning to com- pare image patches via convolutional neural networks.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Learning to com- pare image patches via convolutional neural networks

Reference 20

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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.

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Observation 5550fca2-5637-4e39-b0cc-dbebc0320cfc · outbound

This paper cites Octnetfusion: Learning depth fusion from data.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Octnetfusion: Learning depth fusion from data

Reference 21

Resolution
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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.

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Observation 8b776450-56c1-4ad6-82b2-426e15b15c2e · outbound

This paper cites Deepmvs: Learning multi- view stereopsis.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Deepmvs: Learning multi- view stereopsis

Reference 22

Resolution
verified fuzzy
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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.

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Observation bdc8eb3d-7c75-4f99-85ab-ca88ea3b4e8f · outbound

This paper cites Recurrent mvsnet for high-resolution multi-view stereo depth inference.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Recurrent mvsnet for high-resolution multi-view stereo depth inference

Reference 23

Resolution
verified fuzzy
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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.

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Observation 13ecb45f-b77d-4b83-ad1f-676f777c8578 · outbound

This paper cites Fast-mvsnet: Sparse-to- dense multi-view stereo with learned propagation and gauss- newton refinement.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Fast-mvsnet: Sparse-to- dense multi-view stereo with learned propagation and gauss- newton refinement

Reference 24

Resolution
verified fuzzy
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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.

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Observation 4cfddd99-87c8-4070-b0e6-62ae4dd559c8 · outbound

This paper cites Visibility-aware Multi-view Stereo Network.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Visibility-aware Multi-view Stereo Network

Reference 25

Resolution
verified exact
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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.

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Observation 8b189758-ed28-45c5-adf2-552788cdaaf6 · outbound

This paper cites Nerf: 9 Representing scenes as neural radiance fields for view syn- thesis.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Nerf: 9 Representing scenes as neural radiance fields for view syn- thesis

Reference 26

Resolution
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no resolver link, observed 2026-08-11T22:27:44.932113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.932113Z digest=sha256:649e3c811f55d773e20b8e0abf10f01ba83d6ff4968a629c7e75f20b92d2b51b

Observation c53aea8b-8f61-4188-b8c7-cc1593685566 · outbound

This paper cites Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields

Reference 27

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9fe6ca56-aad0-4809-b783-15a3ed159f0a · outbound

This paper cites Point- nerf: Point-based neural radiance fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Point- nerf: Point-based neural radiance fields

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.300540Z

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.

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Observation d1e9b055-34d9-4ca1-9927-872387cf330d · outbound

This paper cites Zip-nerf: Anti-aliased grid-based neural radiance fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Zip-nerf: Anti-aliased grid-based neural radiance fields

Reference 29

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no resolver link, observed 2026-08-11T22:27:44.939553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bfe07b6b-e39d-4e74-94d3-cc1719309091 · outbound

This paper cites Instant neural graphics primitives with a mul- tiresolution hash encoding.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 719dfda7-e559-4b7e-9565-ea66e5251855 · outbound

This paper cites Neural sparse voxel fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Neural sparse voxel fields

Reference 31

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unresolved
no resolver link, observed 2026-08-11T22:27:44.944413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.944413Z digest=sha256:67b1f6084ce5ce69649d1bed1fa4c79602851e1c38fbb43407637f3e474ca1c1

Observation fe6178b8-9c3c-46aa-832b-d10c1a9a3324 · outbound

This paper cites Plenoxels: Radiance fields without neural networks.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Plenoxels: Radiance fields without neural networks

Reference 32

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unresolved
no resolver link, observed 2026-08-11T22:27:44.946760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.946760Z digest=sha256:88904cc3b016dac423541f33b554f5e4cf406c819e7a0d80340694d33c7d0f6b

Observation 8923f1d3-403d-403e-9eb7-75c555b2e1be · outbound

This paper cites Tensorf: Tensorial radiance fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Tensorf: Tensorial radiance fields

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.268602Z

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.

source=pdf_text observed=2026-08-11T22:27:44.949136Z digest=sha256:3dd8fac6abbcdb4d44749f7b0b537cfe334e491212e66f4ec800c07a3883f48f

Observation 4e61c79b-543e-4623-86b9-c9150e89452d · outbound

This paper cites Neuralangelo: High-fidelity neural surface reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Neuralangelo: High-fidelity neural surface reconstruction

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.258129Z

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.

source=pdf_text observed=2026-08-11T22:27:44.951580Z digest=sha256:fe585a0d8b9f74f3dfb653ff463413fe823295d9293631d5cbd8b20908bfa0c2

Observation fa58463c-b4f1-4180-b192-f60d100d18a0 · outbound

This paper cites Depth-supervised nerf: Fewer views and faster train- ing for free.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Depth-supervised nerf: Fewer views and faster train- ing for free

Reference 35

Resolution
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no resolver link, observed 2026-08-11T22:27:44.953990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.953990Z digest=sha256:56e955c828c3ec7cd878eb649085e91d8e52cc4b492eb30c86f1f06072a756b6

Observation 515dc3e6-3bd4-4efd-9100-d22fef4e225e · outbound

This paper cites Nerfingmvs: Guided optimization of neural radiance fields for indoor multi-view stereo.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Nerfingmvs: Guided optimization of neural radiance fields for indoor multi-view stereo

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.244025Z

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.

source=pdf_text observed=2026-08-11T22:27:44.956584Z digest=sha256:bd259f13eeb292ee358df0a6b7844e8cda059268f09ec29d183b747a98e66939

Observation b78552ab-4ecf-4806-b370-a67c723d2615 · outbound

This paper cites Reg- nerf: Regularizing neural radiance fields for view synthesis from sparse inputs.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Reg- nerf: Regularizing neural radiance fields for view synthesis from sparse inputs

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.959146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.959146Z digest=sha256:2de55675183a31a1cdca33256606529f2d3896ed36e3e1c2eed34b4b51499504

Observation f66b28fe-5f2f-4747-9316-6a318dc70383 · outbound

This paper cites Sparsenerf: Distilling depth ranking for few-shot novel view synthesis.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Sparsenerf: Distilling depth ranking for few-shot novel view synthesis

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.961446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.961446Z digest=sha256:d878c888f79bde0305e980e410bc6e7de0a5fb549ec1615875038abf33b40ded

Observation 8feb6c5c-09ee-4688-b00b-13287d5a84f1 · outbound

This paper cites Corresnerf: Image correspondence priors for neural radiance fields.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Corresnerf: Image correspondence priors for neural radiance fields

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.225430Z

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.

source=pdf_text observed=2026-08-11T22:27:44.963938Z digest=sha256:9e6d80d09e1f258799e7c2799e35bcd0e5791e68d8b19ae01ccd4c45a7a5a06c

Observation 014113fd-5682-4bf3-af06-4e72f7486b33 · outbound

This paper cites Differentiable volumetric rendering: Learn- ing implicit 3d representations without 3d supervision.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Differentiable volumetric rendering: Learn- ing implicit 3d representations without 3d supervision

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.966403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.966403Z digest=sha256:925a8b9e43ab491ea43d8eed865505f6c3a36b3bf0fb072c9ec006bdc1fcb8b8

Observation 96c86fa5-2278-4ac3-ad80-685af5f42f85 · outbound

This paper cites Unisurf: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Unisurf: Unifying neural implicit surfaces and radiance fields for multi-view reconstruction

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.968750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.968750Z digest=sha256:59147a1437aab0cb4bb28b894d72adf31c471d9b59640168f87afe247ec61f13

Observation 1083dde0-f1ae-4107-963d-cf964338772c · outbound

This paper cites Multiview neu- ral surface reconstruction by disentangling geometry and ap- pearance.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Multiview neu- ral surface reconstruction by disentangling geometry and ap- pearance

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.207232Z

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.

source=pdf_text observed=2026-08-11T22:27:44.971095Z digest=sha256:279fcf6119ced669e3b1592e4c770e4b9fc782767fd02ff31d93dc0a4c5ef6ac

Observation a5059f7b-3864-450f-83a5-2c151848b198 · outbound

This paper cites V ol- ume rendering of neural implicit surfaces.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction V ol- ume rendering of neural implicit surfaces

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.973591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.973591Z digest=sha256:9d02ec3093648a5e419e84b6cfd8b7768d888ef815fa1c0a24bf88bc580f08cd

Observation 1353a88e-3e5b-43f4-a149-a68e9932a3c5 · outbound

This paper cites Geo-neus: Geometry-consistent neural implicit surfaces learning for multi-view reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Geo-neus: Geometry-consistent neural implicit surfaces learning for multi-view reconstruction

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.976129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.976129Z digest=sha256:b8520759cb7f98f783e8963599e4947f9b938e6353e4090e32ba4a1b2dfffde0

Observation c9f83d78-49cb-4179-8091-6410d6ea65af · outbound

This paper cites Critical regu- larizations for neural surface reconstruction in the wild.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Critical regu- larizations for neural surface reconstruction in the wild

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.189304Z

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.

source=pdf_text observed=2026-08-11T22:27:44.978597Z digest=sha256:564874e6a39ec0e5f8aaff729b7790263f742987c1ecb5ee68b7cdd696caa6aa

Observation 8850d6c2-f466-47f0-9ee3-907b66693846 · outbound

This paper cites Neural 3d scene reconstruction with the manhattan-world assumption.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Neural 3d scene reconstruction with the manhattan-world assumption

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.181496Z

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.

source=pdf_text observed=2026-08-11T22:27:44.980935Z digest=sha256:0ae30f13aabce4cff9bdef5bedd24940d9a263d67e127b42194ffe687bbe74c2

Observation 4517552e-f014-401a-95c1-5cef5da97cd1 · outbound

This paper cites Structure- from-motion revisited.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Structure- from-motion revisited

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.172746Z

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.

source=pdf_text observed=2026-08-11T22:27:44.983925Z digest=sha256:1029d5bb1fa61b47c5ab2152acfa3fbce6f64c348be670cecc8390f28bdf1404

Observation 8898cd29-0840-4780-b0d1-4565d161ca70 · outbound

This paper cites DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.986913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.986913Z digest=sha256:333aaaa145b9028bb00982530e9780922e159da8011c06677d8276cab2395ecf

Observation 43ce2830-253c-4dc2-bcd9-08e5d33fdf5e · outbound

This paper cites GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.990091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.990091Z digest=sha256:c69ee121f433003b1191ffd70ed626ac59d64fd90433f10c52a567ca531c680b

Observation 96aa7d56-3a1d-411c-86a7-588eb144ed75 · outbound

This paper cites GSDF: 3DGS Meets SDF for Improved Rendering and Reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction GSDF: 3DGS Meets SDF for Improved Rendering and Reconstruction

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T22:27:44.993384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.993384Z digest=sha256:7820328b0b6b9ac37fc1d2cefa8da1cbc264a7988d5dd94527cd888894519262

Observation 061535f8-04b3-4624-a5a6-264370e97160 · outbound

This paper cites SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

Reference 51

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unresolved
no resolver link, observed 2026-08-11T22:27:44.996612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.996612Z digest=sha256:960a01e3db0b968a8458ef70e2e265c345217eebcb5e48527aafc98bc751360d

Observation 4b00af19-d5ee-48c7-82f2-f4ac0f2a8df7 · outbound

This paper cites PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction

Reference 52

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unresolved
no resolver link, observed 2026-08-11T22:27:44.999996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:44.999996Z digest=sha256:f2a5c3ca4344d9ee13787fe3b6553fb1f35c9130588f28380e59baf9ca26a823

Observation 72b1b6e9-bdb4-4616-9eb9-85a63aeac3e5 · outbound

This paper cites RaDe-GS: Rasterizing Depth in Gaussian Splatting.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction RaDe-GS: Rasterizing Depth in Gaussian Splatting

Reference 53

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no resolver link, observed 2026-08-11T22:27:45.003084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:45.003084Z digest=sha256:bdf8928f6a924147e9fb4cb2fce1b89cb3a07fea0c503560ae77886a50f85104

Observation 07f626ec-a942-4a90-89d5-e0507d6dc105 · outbound

This paper cites Depth Pro: Sharp Monocular Metric Depth in Less Than a Second.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Depth Pro: Sharp Monocular Metric Depth in Less Than a Second

Reference 54

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no resolver link, observed 2026-08-11T22:27:45.005749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:45.005749Z digest=sha256:b1cb4d8710942108b319784c6b20049313b6bfe3e34eef06c7042e469768c697

Observation b4abb194-0e9c-4ad1-8faf-f3f470f6ad53 · outbound

This paper cites Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Towards robust monocular depth estimation: Mixing datasets for zero-shot cross-dataset transfer

Reference 55

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verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.163428Z

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.

source=pdf_text observed=2026-08-11T22:27:45.008309Z digest=sha256:8927fd79121b885545bfa9ac0ce6d73d4b1fdd4ef42735bdb171c6237d15f6e9

Observation 31865bf6-9537-4b8f-8bcd-c19a9509eb2b · outbound

This paper cites Es- timating and exploiting the aleatoric uncertainty in surface normal estimation.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Es- timating and exploiting the aleatoric uncertainty in surface normal estimation

Reference 56

Resolution
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no resolver link, observed 2026-08-11T22:27:45.010692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:27:45.010692Z digest=sha256:a8cf57832ea1039531b4042d9fc43065421f836ce48187ea19b155177b069ddf

Observation 840d62d7-99c3-4389-8ff9-0e15227493ae · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.149150Z

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.

source=pdf_text observed=2026-08-11T22:27:45.013239Z digest=sha256:1dfb494f19efdd4f0771fc67befb048071a20fd45686c29fac5aa44283e70fd3

Observation 5225220d-c272-46d7-a416-7b4237097658 · outbound

This paper cites Scannet++: A high-fidelity dataset of 3d in- door scenes.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Scannet++: A high-fidelity dataset of 3d in- door scenes

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.140886Z

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.

source=pdf_text observed=2026-08-11T22:27:45.015580Z digest=sha256:ff2c2e17edaabae1edad69cc4cc9cd8d1d0a770187a0633434d1c30a77305da3

Observation 89a820e5-29e5-4540-9833-aad3ccbb2a30 · outbound

This paper cites Fast normalized cross- correlation.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction Fast normalized cross- correlation

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.132664Z

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.

source=pdf_text observed=2026-08-11T22:27:45.018095Z digest=sha256:ad83e67684b069d8a2c074217c8b2b30549f4d0b6c61c9afc00038f1b17dc298

Observation 3a694996-421b-4353-9cc2-4c457b0a0796 · outbound

This paper cites A volumetric method for building complex models from range images.

2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction A volumetric method for building complex models from range images

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T22:27:45.124077Z

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.

source=pdf_text observed=2026-08-11T22:27:45.021014Z digest=sha256:007f2d8d031f08271de5379d35cc0b8c93a5ed5f6be07afc344cb77abecf06d2

Pith citing papers

Observation 1707178e-1027-45a2-a4cc-2229aa88bcce · inbound

OmniIndoor3D: Comprehensive Indoor 3D Reconstruction cites this paper.

OmniIndoor3D: Comprehensive Indoor 3D Reconstruction 2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction

Reference 53

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unresolved
no resolver link, observed 2026-08-07T13:56:22.415810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:56:22.415810Z digest=sha256:9473e82bafd294aeec1523afa3c269132aa83a3879ca17e88c8fcdc60c18304e

Observation 73fb7300-6191-44b0-a850-f3c9ec9def5a · inbound

Proxy-GS: Unified Occlusion Priors for Training and Inference in Structured 3D Gaussian Splatting cites this paper.

Proxy-GS: Unified Occlusion Priors for Training and Inference in Structured 3D Gaussian Splatting 2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T13:54:10.104744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T13:54:10.104744Z digest=sha256:4d6116121c8ee07eb4373dfcd4d7d0757e79f1ece0c7a7527e1032310ee4ba9c

Observation 7d277e88-aaf7-476e-9f9e-21f24aa10b26 · inbound

Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting cites this paper.

Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting 2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:46:55.559418Z

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.

source=pdf_text observed=2026-06-28T03:05:47.397131Z digest=sha256:254470b7f03c01ab48301977a643581bdd77242a0851f67086ce27e7b27bef5a

Observation 7c9d8c33-75d1-49e9-b3aa-650216cf9710 · inbound

Confidence matters: Leveraging Multi-view Geometric Priors for GS-based Reconstruction cites this paper.

Confidence matters: Leveraging Multi-view Geometric Priors for GS-based Reconstruction 2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:36:14.010771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:36:14.010771Z digest=sha256:26bde968d58f6c2a68808c3cc73810b85151719658e728fc11ba1c72dcef8ece