Paper Citation Record · LEDGER

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2501.01101.

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

pith.paper-citation-record.v1
2501.01101 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:40:49.933203Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:51:42.461884Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:51:42.983957Z

Reference resolution

25 of 25 outbound references displayed

verified exact1
verified fuzzy12
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6471875-4531-4915-969b-e1a60cac725e · outbound

This paper cites State of the art on neural rendering,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes State of the art on neural rendering,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.364381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f38f443-84cc-43ed-abc4-5153a2d05bd1 · outbound

This paper cites Advances in neural rendering,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Advances in neural rendering,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.347600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a965c3dd-130d-41b3-9d0e-34d1b0a4aa45 · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Nerf: Representing scenes as neural radiance fields for view synthesis,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.824928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ab2c19-08cf-4717-b015-dd747e86e6ec · outbound

This paper cites Neural rendering for stereo 3d reconstruction of deformable tissues in robotic surgery,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Neural rendering for stereo 3d reconstruction of deformable tissues in robotic surgery,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.321766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4fe235fe-e1e3-4051-a9ff-26d1535d8115 · outbound

This paper cites Endosurf: Neural surface reconstruction of deformable tissues with stereo endoscope videos,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Endosurf: Neural surface reconstruction of deformable tissues with stereo endoscope videos,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.304993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f6f2cb28-d802-413b-9830-e662f9cdeeeb · outbound

This paper cites Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.839826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbe8f8f0-5b6b-4f52-bf5b-fddae0dbdf60 · outbound

This paper cites Lightneus: Neural surface reconstruction in endoscopy using illumination de- cline,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Lightneus: Neural surface reconstruction in endoscopy using illumination de- cline,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.288551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e192c959-e415-4720-8baa-f564f141f4d8 · outbound

This paper cites Enerf-slam:a dense endoscopic slam with neural implicit representation,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Enerf-slam:a dense endoscopic slam with neural implicit representation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.272553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af0014da-48a5-4869-8d2c-d7a5547bbef6 · outbound

This paper cites Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.855608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37dcb44f-1839-422d-b363-82997f063283 · outbound

This paper cites Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.860831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff6d2f4-3b72-4f43-95a5-d6098992161e · outbound

This paper cites EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.865746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8131008b-c6f9-4745-a20a-b6478d906088 · outbound

This paper cites LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.870960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e128d7-7cb2-4b60-94c9-fad9cf77be0f · outbound

This paper cites SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.876211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1bb9e3-cc7e-4bc2-89c9-0fe422b303ed · outbound

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

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes 3d gaussian splatting for real-time radiance field rendering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.881717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01ee18e7-1100-4c43-a5ef-528c3276f86e · outbound

This paper cites Efficient deformable tissue reconstruction via orthogonal neural plane,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Efficient deformable tissue reconstruction via orthogonal neural plane,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.245693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 63394306-079a-4cdb-838f-c9709d5b0879 · outbound

This paper cites Ewa splatting,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Ewa splatting,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.891234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fbf9cf-3c4a-4def-925c-dde58d251dfb · outbound

This paper cites Spacetime gaussian feature splatting for real-time dynamic view synthesis,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Spacetime gaussian feature splatting for real-time dynamic view synthesis,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.895457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487bffcd-9df3-40ff-8ff4-0d2e7f67ec05 · outbound

This paper cites Gaussianprediction: Dynamic 3d gaussian prediction for motion extrapolation and free view synthesis,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Gaussianprediction: Dynamic 3d gaussian prediction for motion extrapolation and free view synthesis,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.206815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cede85f8-1c2c-4ecf-bd04-f9ca18907be9 · outbound

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

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Sparsenerf: Distilling depth ranking for few-shot novel view synthesis,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.189972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e4b77d80-3a4f-43bd-b903-af1fa18cb695 · outbound

This paper cites Learning how to robustly estimate camera pose in endoscopic videos,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Learning how to robustly estimate camera pose in endoscopic videos,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.173552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 863479a4-6493-47ae-af57-852766b75892 · outbound

This paper cites Endo- depth-and-motion: Reconstruction and tracking in endoscopic videos using depth networks and photometric constraints,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Endo- depth-and-motion: Reconstruction and tracking in endoscopic videos using depth networks and photometric constraints,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.156649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af5d8550-faff-46e8-917f-77b0571cb3d1 · outbound

This paper cites Efficientsam: Leveraged masked image pretraining for efficient segment anything,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Efficientsam: Leveraged masked image pretraining for efficient segment anything,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:40:50.138876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1cefb728-c1cc-4eed-aa5d-b400301ac50b · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Image quality assessment: from error visibility to structural similarity,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.923529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e1e380-d9bc-4c9b-8945-438dc345d72b · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes The unreasonable effectiveness of deep features as a perceptual metric,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T22:40:49.928225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1756f5c9-a7cf-47a5-bd7e-4506991ad63c · outbound

This paper cites Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation.

Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes Learning a Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:40:49.981126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 8e3aaae7-81c9-4222-86a0-7c4c6f38a27d · inbound

E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras cites this paper.

E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras Deformable Gaussian Splatting for Efficient and High-Fidelity Reconstruction of Surgical Scenes

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T20:51:42.988062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.