Paper Citation Record · LEDGER

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud

As of 21 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2505.19854.

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

pith.paper-citation-record.v1
2505.19854 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:44.773474Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:10:42.257821Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:10:44.880708Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy27
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1447c654-f97b-460d-ab9f-f7e3c10372cd · outbound

This paper cites There have been MVS-based methods th at use image correspondence through handcrafted features [2] as well as those leveraging deep learning techniques [3].

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud There have been MVS-based methods th at use image correspondence through handcrafted features [2] as well as those leveraging deep learning techniques [3]

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:50.883661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0802e6bd-9867-4c20-893b-ec0250907506 · outbound

This paper cites Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T14:10:44.932710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f0c6d24-ae87-48ee-bdf8-0aa45806fac1 · outbound

This paper cites We propose a 3D reconstruction method only from three input ima ges, which employs 2DGS [10] with DUSt3R [12] and COLMAP MVS [2].

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud We propose a 3D reconstruction method only from three input ima ges, which employs 2DGS [10] with DUSt3R [12] and COLMAP MVS [2]

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:49.576245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49b0d023-0537-4027-b56c-5a94331951fc · outbound

This paper cites an unresolved cited work.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:10:49.307276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 68c33252-e5d3-4fe0-99a6-cbdb69a03fb9 · outbound

This paper cites Unlike the MV S method, which requires ground-truth depth maps during trai ning, NeuS can reconstruct object surfaces only from RGB images.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unlike the MV S method, which requires ground-truth depth maps during trai ning, NeuS can reconstruct object surfaces only from RGB images

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:50.559584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation de44bcb6-910c-420e-ac01-235f4658ac93 · outbound

This paper cites an unresolved cited work.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:10:50.187477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc7028a0-b43c-4a44-83a4-60264b57db91 · outbound

This paper cites an unresolved cited work.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:10:49.769212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f20209db-7b16-4a56-a22e-e675105409d6 · outbound

This paper cites UFORe- con: Generalizable sparse-view surface reconstruction from ar- bitrary and unfavorable sets,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud UFORe- con: Generalizable sparse-view surface reconstruction from ar- bitrary and unfavorable sets,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.471500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c5baa05-5e7a-4472-83d8-a4cf7aefe5f4 · outbound

This paper cites In Sparse2DGS, we utilize DUSt3R [12] and COLMAP MVS [2] to obtain the dense 3D point clouds for initializing 2D Gauss ians in 2DGS.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud In Sparse2DGS, we utilize DUSt3R [12] and COLMAP MVS [2] to obtain the dense 3D point clouds for initializing 2D Gauss ians in 2DGS

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:49.132194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb930b8e-6ff2-479d-9e6f-a033ecb5202d · outbound

This paper cites an unresolved cited work.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:10:49.428944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ddd27867-909c-4c2b-adb7-0be0f131695e · outbound

This paper cites an unresolved cited work.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:10:48.948194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d1bcf6a-5bb3-4746-9675-213de1ec0ebd · outbound

This paper cites Szeliski, Computer Vision: Algorithms and Applications , Springer-V erlag New Y ork Inc., 2022.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Szeliski, Computer Vision: Algorithms and Applications , Springer-V erlag New Y ork Inc., 2022

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:48.759606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37452eca-b819-4a32-a07d-d719b59b0d11 · outbound

This paper cites Pix- elwise view selection for unstructured multi-view stereo,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Pix- elwise view selection for unstructured multi-view stereo,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:48.560679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 58a92d77-46f2-43a8-a358-7ef45a6c1f78 · outbound

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

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud MVSNet: Depth inference for unstructured multi-view stereo,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:48.378208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c864ae2c-fab1-4ac0-b93e-b71aa49a4b97 · outbound

This paper cites NeRF: Respresenting scenes as neural radiance ﬁelds for view synthesis,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud NeRF: Respresenting scenes as neural radiance ﬁelds for view synthesis,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:48.159776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dcb974d6-7a45-405c-b319-b19909bd6da5 · outbound

This paper cites NeuS: Learning neural implicit surfaces by volume renderi ng for multi-view reconstruction,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud NeuS: Learning neural implicit surfaces by volume renderi ng for multi-view reconstruction,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.978194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8b5d8e3-4d9e-4d71-a163-2c086a61d90e · outbound

This paper cites Sparseneus: Fast generalizable neural surface reconstru ction from sparse views,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Sparseneus: Fast generalizable neural surface reconstru ction from sparse views,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.823967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c3433c6-2b6a-4cbb-b326-ea736f3f4795 · outbound

This paper cites ReTR: Modeling render- ing via transformer for generalizable neural surface reconstruc- tion,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud ReTR: Modeling render- ing via transformer for generalizable neural surface reconstruc- tion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.672527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1db17204-ca46-4065-9675-fbd73469033f · outbound

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

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud 3D gaussian splatting for real-time radiance ﬁeld rendering,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.257903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0fb64e9-32ee-4fc3-9b26-98bf770b6c0e · outbound

This paper cites 2D Gaus- sian splatting for geometrically accurate radiance ﬁelds,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud 2D Gaus- sian splatting for geometrically accurate radiance ﬁelds,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:47.073519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 14cdc035-efa7-4b79-a1c9-5fe8b57aa6bd · outbound

This paper cites SuGaR: Surface-aligned gau ssian splatting for efﬁcient 3D mesh reconstruction and high-qua lity mesh rendering,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud SuGaR: Surface-aligned gau ssian splatting for efﬁcient 3D mesh reconstruction and high-qua lity mesh rendering,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:46.819980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a441778f-c1f8-49cf-89d4-707fe91b47ed · outbound

This paper cites DUSt3R: Geometric 3D vision made easy,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud DUSt3R: Geometric 3D vision made easy,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:46.628373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 586162ec-2738-4568-a53f-c36f2b5370c7 · outbound

This paper cites Large scale multi-view stereopsis evaluation,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Large scale multi-view stereopsis evaluation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:46.402474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd815b1b-f996-4d7a-abf5-7a0339fdbe3f · outbound

This paper cites Screened Poisson surface reco n- struction,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Screened Poisson surface reco n- struction,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:46.276162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf987d25-cd67-4b3c-a6ee-6adeaccb52b5 · outbound

This paper cites Structure-from-m otion revisited,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Structure-from-m otion revisited,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:46.129977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 404edbaa-d7b2-40c5-808c-46f03b1572b2 · outbound

This paper cites Cascade cost volume for high-resolution multi-view stereo and ster eo matching,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Cascade cost volume for high-resolution multi-view stereo and ster eo matching,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.988717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f09ec22b-c285-4027-85ab-6f8f8bddc151 · outbound

This paper cites Visibility- aware multi-view stereo network,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Visibility- aware multi-view stereo network,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.842792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 77ba0683-b4c6-40d4-ad99-270a017ddb73 · outbound

This paper cites RC-MVSNet: Unsupervised multi-view stereo with neural rendering,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud RC-MVSNet: Unsupervised multi-view stereo with neural rendering,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.725907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71741fa7-014a-48d8-a29f-a2a838168c80 · outbound

This paper cites GS2Mesh: Surface re- construction from Gaussian splatting via novel stereo view s,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud GS2Mesh: Surface re- construction from Gaussian splatting via novel stereo view s,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.571831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e4e3f71-4869-41a9-abd0-ea8b6e0ae71b · outbound

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

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Open3D: A Modern Library for 3D Data Processing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:10:44.512926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71f54ea-b63d-49da-bf8e-368cfabce155 · outbound

This paper cites A method for registration of 3 -D shapes,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud A method for registration of 3 -D shapes,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.471051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9fc2d19-d7a5-4896-b83c-44008f15ae06 · outbound

This paper cites Probabilistic vis- ibility for multi-view stereo,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Probabilistic vis- ibility for multi-view stereo,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.353567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 650ea7c5-7c0c-46ac-bb56-a59a8a224e66 · outbound

This paper cites SPARF: Neural radiance ﬁelds from sparse and noisy poses,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud SPARF: Neural radiance ﬁelds from sparse and noisy poses,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.236236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf13a41e-1f2e-45ea-80d4-2125ab90120d · outbound

This paper cites Adam: A method for stochastic opti- mization,.

Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud Adam: A method for stochastic opti- mization,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:10:45.072132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 0802e6bd-9867-4c20-893b-ec0250907506 · inbound