Paper Citation Record · LEDGER

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting

As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2604.16747.

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

pith.paper-citation-record.v1
2604.16747 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:06:05.884726Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy19
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 439f427a-0e66-4ec9-a86d-d2e64a7732e6 · outbound

This paper cites Per-Gaussian embedding-based deformation for deformable 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Per-Gaussian embedding-based deformation for deformable 3D Gaussian splatting

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.187861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b857762-01a6-4b39-912c-09349e5f9429 · outbound

This paper cites Efficient Density Control for 3D Gaussian Splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Efficient Density Control for 3D Gaussian Splatting

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:30.470070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7781439-f380-4bb8-877c-ce2f98fa04cb · outbound

This paper cites Mini-Splatting: Representing scenes with a constrained number of 11 Gaussians.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Mini-Splatting: Representing scenes with a constrained number of 11 Gaussians

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.190134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b915348e-4ec3-4756-a8cd-526a95827a04 · outbound

This paper cites Improving adaptive density control for 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Improving adaptive density control for 3D Gaussian splatting

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.182234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6c2a447-5a88-4fcc-897f-05a15aff619e · outbound

This paper cites PUP 3D-GS: Principled uncertainty pruning for 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting PUP 3D-GS: Principled uncertainty pruning for 3D Gaussian splatting

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.986835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c1fd4aa6-3c7c-44a6-ae77-a7ef60407853 · outbound

This paper cites SC-GS: Sparse-controlled Gaussian splatting for editable dy- namic scenes.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting SC-GS: Sparse-controlled Gaussian splatting for editable dy- namic scenes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.978152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6d7836b-e764-467d-ad4e-ad969f8413a2 · outbound

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

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting 3D Gaussian splatting for real-time radiance field rendering

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.981007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0b53784a-7ffc-44c1-b0b7-667b804f4c19 · outbound

This paper cites an unresolved cited work.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-21T11:35:03.989243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59b9be9a-62fc-406b-9b21-d7e8e6c24460 · outbound

This paper cites Taming 3DGS: High-quality radiance fields with limited resources.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Taming 3DGS: High-quality radiance fields with limited resources

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.992149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ebe5f412-e852-409f-99a9-4fa56657d40f · outbound

This paper cites Drop- Gaussian: Structural regularization for sparse-view Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Drop- Gaussian: Structural regularization for sparse-view Gaussian splatting

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.177343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 90b198d8-c272-4cdc-96fd-e3f724cabba1 · outbound

This paper cites Barron, Sofien Bouaziz, Dan B.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Barron, Sofien Bouaziz, Dan B

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.013554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 99212ecb-eaf7-4450-973d-deafef2fe332 · outbound

This paper cites Barron, Sofien Bouaziz, Dan B.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Barron, Sofien Bouaziz, Dan B

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.011155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc3695d3-a340-4939-9cc8-50d50ab5d15b · outbound

This paper cites D-NeRF: Neural ra- diance fields for dynamic scenes.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting D-NeRF: Neural ra- diance fields for dynamic scenes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.016204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7509a6e-122d-438c-8cf0-db58491f29f8 · outbound

This paper cites Revising densification in Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Revising densification in Gaussian splatting

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.179754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 665c4a6c-1fbb-4af8-b3d4-0f9255626e90 · outbound

This paper cites Steepest descent density control for compact 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Steepest descent density control for compact 3D Gaussian splatting

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.007532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 79a7c42d-db1a-4786-bfb5-88d8329f6544 · outbound

This paper cites 4D Gaussian splatting for real-time dynamic scene rendering.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting 4D Gaussian splatting for real-time dynamic scene rendering

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:44:10.185038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4fc0f234-ff13-4e10-bf08-ce216e89a3b2 · outbound

This paper cites DropoutGS: Dropping out gaussians for better sparse-view rendering.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting DropoutGS: Dropping out gaussians for better sparse-view rendering

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.004595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04848d7c-164b-484e-973d-48dfe0f9bc3f · outbound

This paper cites Deformable 3D Gaussians for high-fidelity monocular dynamic scene reconstruction.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Deformable 3D Gaussians for high-fidelity monocular dynamic scene reconstruction

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:04.001792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30e51456-7d7b-4260-9335-a5a2dfcb82cb · outbound

This paper cites AbsGS: Recovering fine details in 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting AbsGS: Recovering fine details in 3D Gaussian splatting

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.983722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c0e338c-464d-4ef6-8a2c-e13b935a50b9 · outbound

This paper cites Pixel-GS: Density control with pixel-aware gradient for 3D Gaussian splatting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Pixel-GS: Density control with pixel-aware gradient for 3D Gaussian splatting

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.999042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3379e2a-9b27-4561-9059-0053ad30b003 · outbound

This paper cites Gradient- direction-aware density control for 3D Gaussian splat- ting.

Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting Gradient- direction-aware density control for 3D Gaussian splat- ting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T11:35:03.995054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.