Paper Citation Record · LEDGER

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions

As of 11 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2506.22973.

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

pith.paper-citation-record.v1
2506.22973 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:59:36.574247Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy19
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 724abf58-1133-4b2d-8dc4-ee6ef88694c8 · outbound

This paper cites Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Compression in 3D Gaussian Splatting: A Survey of Methods, Trends, and Future Directions

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:34.083130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7125d8-9e56-4fb4-9cbd-a69f4a7a0f35 · outbound

This paper cites Barron, Ben Mildenhall, Dor Verbin, Pratul P.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Barron, Ben Mildenhall, Dor Verbin, Pratul P

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.498680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cc020b90-fc06-49ac-a1cd-a6cede3c7527 · outbound

This paper cites Mip-nerf 360: Unbounded anti-aliased neural radiance fields.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Mip-nerf 360: Unbounded anti-aliased neural radiance fields

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.268147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 77b574a9-7d28-4bb0-9f0a-62e688970a69 · outbound

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

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Zip-nerf: Anti-aliased grid-based neural radiance fields

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:34.284739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7908b75b-073a-47e0-b6ec-ec83562c9b21 · outbound

This paper cites Fwd: Real- time novel view synthesis with forward warping and depth.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Fwd: Real- time novel view synthesis with forward warping and depth

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.069913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1d1b255f-45f4-436c-83e6-50b40d0e7552 · outbound

This paper cites Generative novel view synthesis with 3d-aware diffusion models.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Generative novel view synthesis with 3d-aware diffusion models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.892725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd8964dc-c10e-4282-b4d3-4d57cd99b19f · outbound

This paper cites A Survey on 3D Gaussian Splatting.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions A Survey on 3D Gaussian Splatting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:34.508892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27e9f035-4f29-4d47-89c6-30ce9bde5807 · outbound

This paper cites Mini-splatting: Repre- senting scenes with a constrained number of gaussians.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Mini-splatting: Repre- senting scenes with a constrained number of gaussians

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.689425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9fdca495-c194-412f-af23-5b5fd9c2e192 · outbound

This paper cites Ea- gles: Efficient accelerated 3d gaussians with lightweight en- codings.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Ea- gles: Efficient accelerated 3d gaussians with lightweight en- codings

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.522356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 172f522e-5264-42e0-8542-4d5c517d68c0 · outbound

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

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions 3d gaussian splatting for real-time radiance field rendering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:34.822744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aafdcad1-61e3-4312-b78a-d8c3aa36282b · outbound

This paper cites 3d gaussian splat- ting as markov chain monte carlo.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions 3d gaussian splat- ting as markov chain monte carlo

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.329346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5846940e-0a67-4add-ba96-e143cdef2b18 · outbound

This paper cites Generalizable novel-view synthesis using a stereo camera.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Generalizable novel-view synthesis using a stereo camera

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.111141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 29063897-b729-42d9-90ae-1e317e3ff227 · outbound

This paper cites Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.095470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b896c58d-0cd7-45f1-9c41-a6728076cedd · outbound

This paper cites Maskgaussian: Adaptive 3d gaussian representation from probabilistic masks.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Maskgaussian: Adaptive 3d gaussian representation from probabilistic masks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.964214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7da995f3-1a1d-484d-9cf6-c30f48cb6206 · outbound

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

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.244986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d32dec42-5caf-4e0a-a084-a054f744877c · outbound

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

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.355875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b51c972-a8e4-4966-8524-9458e0f5c18b · outbound

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

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Differentiable volumetric rendering: Learn- ing implicit 3d representations without 3d supervision

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.761204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ebb4e23-abe4-4ab5-a32e-e2a41a6449c9 · outbound

This paper cites RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.471968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aa621b2-84ce-4369-bc68-be7eabd7ecd0 · outbound

This paper cites A survey on deep generative 3d-aware image synthesis.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions A survey on deep generative 3d-aware image synthesis

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.611531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aaf9e515-5121-4e74-836d-87e4a74713c1 · outbound

This paper cites Bakedsdf: Meshing neural sdfs for real- time view synthesis.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Bakedsdf: Meshing neural sdfs for real- time view synthesis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.451245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 988a80e9-ccd4-474e-a7ba-b74178216aec · outbound

This paper cites LP-3DGS: Learning to Prune 3D Gaussian Splatting.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions LP-3DGS: Learning to Prune 3D Gaussian Splatting

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.780492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0a87dc8-2c2c-4fd4-aa65-06e708327aeb · outbound

This paper cites From these videos, high-quality frames are extracted at regular inter- vals and Structure-from-Motion (SFM) is performed to re- construct sparse 3D point clouds.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions From these videos, high-quality frames are extracted at regular inter- vals and Structure-from-Motion (SFM) is performed to re- construct sparse 3D point clouds

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.295838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 96bef879-e059-42c5-a2b8-6b0d53abbc2f · outbound

This paper cites It does not contain any serious distractors, but learning its surfaces and tex- ture is hard since they are almost identical walls covered with soil and some historical carvings.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions It does not contain any serious distractors, but learning its surfaces and tex- ture is hard since they are almost identical walls covered with soil and some historical carvings

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.127547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9e4cf5a3-4583-4d21-8027-979ef893024e · outbound

This paper cites This scene is one of the hardest scenes to recon- struct among in-the-wild scenes, since it has many dis- tractors (people moving around in front of of the Eiffel Tower).

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions This scene is one of the hardest scenes to recon- struct among in-the-wild scenes, since it has many dis- tractors (people moving around in front of of the Eiffel Tower)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:37.950891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 54078579-73ef-4605-a8e5-60bce1332f93 · outbound

This paper cites This scene also contains a lot of distractors like people, telephone booth, and buses moving around.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions This scene also contains a lot of distractors like people, telephone booth, and buses moving around

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:37.804298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation caa52cad-057e-4d8f-a609-5f0eb0a85548 · outbound

This paper cites This scene contains people moving around (as distractors) in front of the main structure.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions This scene contains people moving around (as distractors) in front of the main structure

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:37.642464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0cf9d213-c2a1-4c5b-83db-310bf5fceeec · outbound

This paper cites an unresolved cited work.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:37.486792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6e5d72b9-3f9e-454a-9c0f-302b62146725 · outbound

This paper cites This line of work is a famous problem in novel view synthesis and is being studied for a long time.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions This line of work is a famous problem in novel view synthesis and is being studied for a long time

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:37.316553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5539a76b-a866-4b0e-bbb4-ec8189626e01 · outbound

This paper cites One of the most recent proposals in this area is LP-3DGS[21] paper which uses Gumbel Noise in a multiplicative way with its impor- tance score and then applying a sigmoid function.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions One of the most recent proposals in this area is LP-3DGS[21] paper which uses Gumbel Noise in a multiplicative way with its impor- tance score and then applying a sigmoid function

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:37.173746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aacff0cb-c1e2-4f9b-893c-1ca0261a1789 · outbound

This paper cites an unresolved cited work.

Confident Splatting: Confidence-Based Compression of 3D Gaussian Splatting via Learnable Beta Distributions Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:36.919960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.