Paper Citation Record · LEDGER

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2412.00392.

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

pith.paper-citation-record.v1
2412.00392 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:30:04.759010Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T09:52:53.331120Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T09:53:02.017988Z

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy29
unresolved16
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a548d2a3-e35e-449b-80db-6fd76e27b674 · outbound

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

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Mip-nerf 360: Unbounded anti-aliased neural radiance fields

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.565869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 97b67734-1a67-49d1-b344-e85e8bcb9634 · outbound

This paper cites Seg- ment anything in 3d with nerfs.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Seg- ment anything in 3d with nerfs

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.548087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 429f1304-7ddd-416d-ad41-8eb84554899d · outbound

This paper cites Segment any 3d gaussians, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Segment any 3d gaussians, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.521293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d47d9ed-3249-4a97-bd14-641fdf6af6a1 · outbound

This paper cites Tracking anything with de- coupled video segmentation, 2023.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Tracking anything with de- coupled video segmentation, 2023

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.499512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9a6f4f1c-0fb5-4a34-862f-bd2065bc5c86 · outbound

This paper cites Gaussianpro: 3d gaussian splatting with progressive propagation, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Gaussianpro: 3d gaussian splatting with progressive propagation, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.482387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc032450-10a0-40e2-b1f1-d3d58cfdeb1f · outbound

This paper cites Click-Gaussian: Interactive Segmentation to Any 3D Gaussians.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Click-Gaussian: Interactive Segmentation to Any 3D Gaussians

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.474337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97941802-2f6b-4a8f-8d06-81aa6f7a4db4 · outbound

This paper cites Plenoxels: Radiance fields without neural networks.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Plenoxels: Radiance fields without neural networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.487709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507e10d4-d42c-4952-a513-e72eddaf6d6f · outbound

This paper cites Ea- gles: Efficient accelerated 3d gaussians with lightweight en- codings, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Ea- gles: Efficient accelerated 3d gaussians with lightweight en- codings, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.455054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0807ab97-e080-4e7c-810c-f3020d0922c1 · outbound

This paper cites Ges: Generalized exponential splatting for ef- ficient radiance field rendering, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Ges: Generalized exponential splatting for ef- ficient radiance field rendering, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.440803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c923b569-1cc5-4e2a-a6a1-c5bf7d53ed4c · outbound

This paper cites Low latency point cloud rendering with learned splatting, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Low latency point cloud rendering with learned splatting, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.421031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5f7d68ee-d28a-4dee-bdb6-9e0f41f15436 · outbound

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

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision 3d gaussian splatting for real-time radiance field rendering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.523893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc45c73-7bbb-4f17-9371-41f1c00bb513 · outbound

This paper cites Lerf: Language embedded radiance fields, 2023.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Lerf: Language embedded radiance fields, 2023

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.389513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab3b0947-99cc-4630-a625-791202d4658b · outbound

This paper cites Garfield: Group anything with radiance fields.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Garfield: Group anything with radiance fields

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.373505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a5b7419-5982-4d8a-b970-12f1339eba34 · outbound

This paper cites Segment any- thing.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Segment any- thing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.538297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d79257-d409-46ac-bcf9-0297ba4bfab0 · outbound

This paper cites Robo3d: Towards robust and reliable 3d perception against corruptions.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Robo3d: Towards robust and reliable 3d perception against corruptions

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.338294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 32e3440c-4646-4337-b761-ab00c1c5e6a3 · outbound

This paper cites Vastgaussian: Vast 3d gaus- sians for large scene reconstruction, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Vastgaussian: Vast 3d gaus- sians for large scene reconstruction, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.311869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 66ce2297-e9f8-4042-b25c-6a0b2dbc8276 · outbound

This paper cites Rtgs: Enabling real- time gaussian splatting on mobile devices using efficiency- guided pruning and foveated rendering, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Rtgs: Enabling real- time gaussian splatting on mobile devices using efficiency- guided pruning and foveated rendering, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.290784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4cf7e774-6206-459d-8ef6-5b5a5704252b · outbound

This paper cites Gaussian-flow: 4d reconstruction with dynamic 3d gaussian particle, 2023.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Gaussian-flow: 4d reconstruction with dynamic 3d gaussian particle, 2023

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.272333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b3f1a72-785a-4a9f-b5e0-9672c6427199 · outbound

This paper cites Neural sparse voxel fields.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Neural sparse voxel fields

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.575987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0976ae5-9f45-4214-afda-4a934e2682e7 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.581362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a45090-3464-4b8e-8f75-c52882d5ee3d · outbound

This paper cites Citygaus- sian: Real-time high-quality large-scale scene rendering with gaussians, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Citygaus- sian: Real-time high-quality large-scale scene rendering with gaussians, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.243919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ffb7495e-ae53-4ab7-9ff7-e7f7056f9809 · outbound

This paper cites Scaffold-gs: Structured 3d gaussians for view-adaptive rendering, 2023.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Scaffold-gs: Structured 3d gaussians for view-adaptive rendering, 2023

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.229513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a644b48c-f0dc-4f28-a901-01c38423e57f · outbound

This paper cites Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.600881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77626d3-5659-43e8-86df-1c01721d37a9 · outbound

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

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.213067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 591a5f20-bdc2-4ca8-b076-df4342e6a8f6 · outbound

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

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.612470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0d091cd-9b4e-4e93-b0f3-e14b6417cfbf · outbound

This paper cites Langsplat: 3d language gaussian splatting,.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Langsplat: 3d language gaussian splatting,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.617421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5349a2f-9ade-47b1-ad94-b395bd182276 · outbound

This paper cites Semantics-controlled gaussian splatting for outdoor scene reconstruction and rendering in virtual reality, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Semantics-controlled gaussian splatting for outdoor scene reconstruction and rendering in virtual reality, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.177070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f02f7a28-3381-4642-9fb0-9684ae53d8d9 · outbound

This paper cites Panoocc: Unified occupancy representation for camera-based 3d panoptic segmentation.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Panoocc: Unified occupancy representation for camera-based 3d panoptic segmentation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.158035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 005ec9c7-74f2-4e4d-bca5-b53ce2c22c41 · outbound

This paper cites 4d gaussian splatting for real-time dynamic scene rendering.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision 4d gaussian splatting for real-time dynamic scene rendering

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.631548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5180d0-9695-4309-a3c2-714c48b56462 · outbound

This paper cites Multi-scale 3d gaussian splatting for anti-aliased rendering,.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Multi-scale 3d gaussian splatting for anti-aliased rendering,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.637698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467c51c7-8849-43ac-8cd0-1287c41f6ec3 · outbound

This paper cites Tupper-map: Temporal and uni- fied panoptic perception for 3d metric-semantic mapping.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Tupper-map: Temporal and uni- fied panoptic perception for 3d metric-semantic mapping

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.110644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 764dcd29-21c0-4cd8-911e-ee24871f6892 · outbound

This paper cites Unified perception and collabora- tive mapping for connected and autonomous vehicles.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Unified perception and collabora- tive mapping for connected and autonomous vehicles

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.092684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6294d8dd-d1f4-4f20-90c7-17ccb7462cf9 · outbound

This paper cites Deformable 3d gaussians for high- fidelity monocular dynamic scene reconstruction.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Deformable 3d gaussians for high- fidelity monocular dynamic scene reconstruction

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.654218Z

Source-reported events for the cited work

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Observation 517a8f02-2c05-4b4c-9bc0-f16f23b3cfd2 · outbound

This paper cites Gaussian Grouping: Segment and Edit Anything in 3D Scenes.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Gaussian Grouping: Segment and Edit Anything in 3D Scenes

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.659716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06331e4a-079c-48cc-82db-1329c63cf645 · outbound

This paper cites Omniseg3d: Omniversal 3d segmentation via hierarchical contrastive learning.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Omniseg3d: Omniversal 3d segmentation via hierarchical contrastive learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.053689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3091435e-9d03-4b3e-ac82-53be9fde93ab · outbound

This paper cites Mip-splatting: Alias-free 3d gaussian splat- ting, 2023.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Mip-splatting: Alias-free 3d gaussian splat- ting, 2023

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.038191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9665a880-8d5b-405e-82e6-d7901b03a7e1 · outbound

This paper cites SegNeRF: 3D Part Segmentation with Neural Radiance Fields.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision SegNeRF: 3D Part Segmentation with Neural Radiance Fields

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-12T05:30:04.816443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 57cccbf1-f0bb-43cb-a21b-2e0fee5b16b0 · outbound

This paper cites Garfield++: Reinforced gaussian ra- diance fields for large-scale 3d scene reconstruction, 2024.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Garfield++: Reinforced gaussian ra- diance fields for large-scale 3d scene reconstruction, 2024

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.689711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e104043-37fa-4905-bb58-3a56d942b133 · outbound

This paper cites NeRF++: Analyzing and Improving Neural Radiance Fields.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision NeRF++: Analyzing and Improving Neural Radiance Fields

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T05:30:04.699382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 585d8a28-f0b1-45d9-9871-7eadc82a14c6 · outbound

This paper cites In-place scene labelling and understanding with implicit scene representation.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision In-place scene labelling and understanding with implicit scene representation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:05.001654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d0ab997-12fb-4473-9a1f-091b41774270 · outbound

This paper cites Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:04.985763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 91d4cf44-5803-4266-8287-27ee7823630a · outbound

This paper cites However, the 2D semantic masks generated by SAM from different viewpoints often have inconsistent mask IDs for the same object.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision However, the 2D semantic masks generated by SAM from different viewpoints often have inconsistent mask IDs for the same object

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:04.970066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7c5e609-1f4b-4287-b43e-f144eebf827a · outbound

This paper cites Additionally, the Fig- ure 9 shows more visualization comparison results on the Mip-NeRF 360 dataset [1].

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Additionally, the Fig- ure 9 shows more visualization comparison results on the Mip-NeRF 360 dataset [1]

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:04.940318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 290384f5-d9eb-4f5b-9ffd-4b6fe1e9d3ba · outbound

This paper cites To mitigate this issue, we propose splitting such Gaussians into two smaller sub-Gaussians, strategi- cally distributing them on either side of the object bound- ary.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision To mitigate this issue, we propose splitting such Gaussians into two smaller sub-Gaussians, strategi- cally distributing them on either side of the object bound- ary

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:04.922696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03bb708f-4a02-4c7e-9dfa-a809a7ab1ea1 · outbound

This paper cites an unresolved cited work.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T05:30:04.905594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e26561bc-81f3-4bb1-9fec-d427a4349a1c · outbound

This paper cites Softmax is applied after the convolution output to calculate class probabilities.

GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision Softmax is applied after the convolution output to calculate class probabilities

Reference 256

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:30:04.955015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 7f8c3412-66f6-4170-b453-3e1b57eb4298 · inbound

DVP-MVS++: Synergize Depth-Normal-Edge and Harmonized Visibility Prior for Multi-View Stereo cites this paper.

DVP-MVS++: Synergize Depth-Normal-Edge and Harmonized Visibility Prior for Multi-View Stereo GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:53:02.019957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7a9fca4-a3ae-4247-acc5-dc03acfb51f9 · inbound

A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation cites this paper.

A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision

Reference 100

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:41:53.347586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e2efc8bd-b2cd-40b0-a4b9-3492a1a7b9a9 · inbound

MetroGS: Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale Scenes cites this paper.

MetroGS: Efficient and Stable Reconstruction of Geometrically Accurate High-Fidelity Large-Scale Scenes GradiSeg: Gradient-Guided Gaussian Segmentation with Enhanced 3D Boundary Precision

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T06:24:09.829597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.