Paper Citation Record · LEDGER

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

As of 23 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 7 inbound Pith citation observations for arXiv:2411.11921.

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

pith.paper-citation-record.v1
2411.11921 v2

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:45:40.316125Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:11:54.754015Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:26:27.324351Z

Reference resolution

60 of 60 outbound references displayed

verified exact1
verified fuzzy41
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb61e7ed-9620-4bc1-995b-afb74d26180a · outbound

This paper cites Hexplane: A fast representation for dynamic scenes.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Hexplane: A fast representation for dynamic scenes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:42.042749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 344071fd-7411-4c96-a1d5-0ea48b8ed6bd · outbound

This paper cites PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.799500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b2375b7-1d2d-4108-99b3-8b7c161946ae · outbound

This paper cites Neusg: Neural implicit surface reconstruction with 3d gaussian splatting guidance, 2023.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Neusg: Neural implicit surface reconstruction with 3d gaussian splatting guidance, 2023

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:42.018856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 711b77b0-67cd-4a9b-8f52-18607f581cb6 · outbound

This paper cites GigaGS: Scaling up Planar-Based 3D Gaussians for Large Scene Surface Reconstruction.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes GigaGS: Scaling up Planar-Based 3D Gaussians for Large Scene Surface Reconstruction

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.817741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b71ce581-4ffe-4b1a-afd9-afd6b2191b72 · outbound

This paper cites Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.825615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4116d90-a11e-4258-aecb-b188e6880539 · outbound

This paper cites OmniRe: Omni Urban Scene Reconstruction.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes OmniRe: Omni Urban Scene Reconstruction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.833335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78637606-5fb5-4ad7-9d94-0e2f5c3fa462 · outbound

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

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Gaussianpro: 3d gaussian splatting with progressive propagation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.844756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0b4b69-812b-46d0-acae-1afbeccad2de · outbound

This paper cites Omnidata: A scalable pipeline for making multi-task mid-level vision datasets from 3d scans.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Omnidata: A scalable pipeline for making multi-task mid-level vision datasets from 3d scans

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.982561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d3724b6-f755-48b8-b8b7-67c5fb4ef327 · outbound

This paper cites Trim 3d gaussian splatting for accurate geometry representation, 2024.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Trim 3d gaussian splatting for accurate geometry representation, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.962738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22757720-74a9-4898-9371-4131377f0761 · outbound

This paper cites Rogs: Large scale road surface reconstruction based on 2d gaussian splat- ting, 2024.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Rogs: Large scale road surface reconstruction based on 2d gaussian splat- ting, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.941707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b27fdfb-0338-402d-8e44-7d0cc97ec40e · outbound

This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Are we ready for autonomous driving? the kitti vision benchmark suite

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.923961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1963ccdb-83c5-4e6a-b3a9-13cccf41bb6a · outbound

This paper cites Sugar: Surface-aligned gaussian splatting for efficient 3d mesh reconstruction and high-quality mesh rendering.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Sugar: Surface-aligned gaussian splatting for efficient 3d mesh reconstruction and high-quality mesh rendering

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.905580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 78b1480c-55fc-4e7a-9d8d-6b5c898af4f5 · outbound

This paper cites StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.891480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0779a6d-1bf8-49e1-8239-09ab2c221d58 · outbound

This paper cites 2d gaussian splatting for geometrically accu- rate radiance fields.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes 2d gaussian splatting for geometrically accu- rate radiance fields

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.886173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 523475a0-33e2-45df-bef1-63ce71493e1d · outbound

This paper cites S3gaussian: Self-supervised street gaussians for autonomous driving.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes S3gaussian: Self-supervised street gaussians for autonomous driving

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.867291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba7aa948-c101-4620-b1dc-62b92b376ba9 · outbound

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

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes 3d gaussian splatting for real-time radiance field rendering

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.847777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 40117310-4c32-4fd3-9aad-8bc3a3a47f9a · outbound

This paper cites Kingma and Jimmy Ba.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Kingma and Jimmy Ba

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.828748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aee5ec0f-5082-4be0-8e2e-289436221a94 · outbound

This paper cites WildGaussians: 3D gaussian splatting in the wild.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes WildGaussians: 3D gaussian splatting in the wild

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.805308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a50a8d28-b7c8-47f0-ac16-5efd91b443dc · outbound

This paper cites Taylor, Mathias Unberath, Ming-Yu Liu, and Chen-Hsuan Lin.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Taylor, Mathias Unberath, Ming-Yu Liu, and Chen-Hsuan Lin

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.785451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7fa008a0-7057-4d76-ac31-935de4d5a0bc · outbound

This paper cites Gs-ir: 3d gaussian splatting for inverse rendering.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Gs-ir: 3d gaussian splatting for inverse rendering

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.763675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 98c47276-e54a-4228-98f8-b7b68c3a4a6e · outbound

This paper cites Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.969967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dedbc6a-35fb-47c4-86f2-94df3f0fdfdf · outbound

This paper cites Dvlo: Deep visual- lidar odometry with local-to-global feature fusion and bi- directional structure alignment.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Dvlo: Deep visual- lidar odometry with local-to-global feature fusion and bi- directional structure alignment

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.742009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3a159016-b7ec-4b65-8b78-61587a858925 · outbound

This paper cites Srinivasan, Matthew Tancik, Jonathan T.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Srinivasan, Matthew Tancik, Jonathan T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.713876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e809ec6b-6308-4da0-90f3-075f1fe31f35 · outbound

This paper cites RoDUS: Robust Decomposition of Static and Dynamic Elements in Urban Scenes.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes RoDUS: Robust Decomposition of Static and Dynamic Elements in Urban Scenes

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-12T18:45:40.562735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation caa45fb4-6010-470e-95e0-0524b7803b4f · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes DINOv2: Learning Robust Visual Features without Supervision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:39.999649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32bcc2c7-693d-4020-a500-d2bd6b464df7 · outbound

This paper cites Neural scene graphs for dynamic scenes.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Neural scene graphs for dynamic scenes

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.685844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 975b8af1-070e-4b80-be76-df1903329b63 · outbound

This paper cites Barron, Sofien Bouaziz, Dan B Goldman, Steven M.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Barron, Sofien Bouaziz, Dan B Goldman, Steven M

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.654947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 58b4dced-69aa-4cc8-9a4c-382f84fbac53 · outbound

This paper cites Delflow: Dense efficient learning of scene flow for large-scale point clouds.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Delflow: Dense efficient learning of scene flow for large-scale point clouds

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.622353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 476591fd-b9bf-4df0-b259-ca35f55ebfb6 · outbound

This paper cites Q-slam: Quadric representations for monocular slam.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Q-slam: Quadric representations for monocular slam

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.595381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 574e96de-b00b-4fce-9921-074a173417e6 · outbound

This paper cites Pnas-mot: multi-modal object tracking with pareto neural architecture search.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Pnas-mot: multi-modal object tracking with pareto neural architecture search

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.049632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6795505d-558c-4c38-ab0a-a76101ebf048 · outbound

This paper cites D-nerf: Neural radiance fields for dynamic scenes, 2020.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes D-nerf: Neural radiance fields for dynamic scenes, 2020

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.530267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 574e5cc6-7297-4610-9346-a124e1a160bd · outbound

This paper cites Urban radiance fields.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Urban radiance fields

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.499894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5bc225d-cd1c-4052-b7c8-99473ddc140e · outbound

This paper cites Scalability in perception for autonomous driving: Waymo open dataset.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Scalability in perception for autonomous driving: Waymo open dataset

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.465228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ab9eac1d-ff2f-4a95-a71f-9c5e801b7cee · outbound

This paper cites Srinivasan, Jonathan T.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Srinivasan, Jonathan T

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.441358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d53bdc80-e860-4067-8ca2-f8a0c747fadc · outbound

This paper cites Mega-nerf: Scalable construction of large-scale nerfs for virtual fly-throughs, 2022.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Mega-nerf: Scalable construction of large-scale nerfs for virtual fly-throughs, 2022

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.421108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 304d7c7d-0e63-49f2-b70f-69bd775d9f29 · outbound

This paper cites Suds: Scalable urban dynamic scenes.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Suds: Scalable urban dynamic scenes

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.398967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cbcfe844-62cc-47c3-87c9-c072da876556 · outbound

This paper cites Dn-splatter: Depth and normal priors for gaussian splatting and meshing, 2024.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Dn-splatter: Depth and normal priors for gaussian splatting and meshing, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.376267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 491c8c64-eb94-427f-9761-729f1b9ba005 · outbound

This paper cites Interactive multi-scale fusion of 2d and 3d features for multi-object vehicle tracking.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Interactive multi-scale fusion of 2d and 3d features for multi-object vehicle tracking

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.353560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 69c4697c-736e-43ee-a60f-d073f6b65053 · outbound

This paper cites NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.136405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd60bc6-7912-4f23-a511-98734f31cfaf · outbound

This paper cites Bovik, H.R.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Bovik, H.R

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.333889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 30721f4a-f8a3-4d3d-b599-d74957183089 · outbound

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

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes 4d gaussian splatting for real-time dynamic scene rendering,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.157597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe31c41d-49c9-42f3-afba-bab0345b91c9 · outbound

This paper cites Mars: An instance-aware, modular and realistic simulator for autonomous driving.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Mars: An instance-aware, modular and realistic simulator for autonomous driving

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.292076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 234dfaef-4071-4a35-8dbc-b7422ef9438e · outbound

This paper cites S-NeRF: Neural Radiance Fields for Street Views.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes S-NeRF: Neural Radiance Fields for Street Views

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.176275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a78fe77-1ef8-4f8a-b799-306edec36ee4 · outbound

This paper cites Street Gaussians: Modeling Dynamic Urban Scenes with Gaussian Splatting.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Street Gaussians: Modeling Dynamic Urban Scenes with Gaussian Splatting

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.187273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a6fbae3-7f0b-4e4f-b796-08209e088cca · outbound

This paper cites EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.195813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058e1a00-52fb-49f7-bdc5-d1c61b89237a · outbound

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

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Deformable 3d gaussians for high- fidelity monocular dynamic scene reconstruction

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.263110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a49912e2-d311-4da0-8e1c-e761945da70e · outbound

This paper cites V ol- ume rendering of neural implicit surfaces, 2021.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes V ol- ume rendering of neural implicit surfaces, 2021

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T18:45:40.209854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda91d97-6bce-4569-a403-cfc242c669b8 · outbound

This paper cites Gsdf: 3dgs meets sdf for improved rendering and reconstruction, 2024.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Gsdf: 3dgs meets sdf for improved rendering and reconstruction, 2024

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.199143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e14e7fd5-47a4-4c14-9b93-1eeb845a5fcc · outbound

This paper cites Monosdf: Exploring monocular geo- metric cues for neural implicit surface reconstruction, 2022.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Monosdf: Exploring monocular geo- metric cues for neural implicit surface reconstruction, 2022

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.156769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ebdefa00-8a5b-449d-ba6c-212625a18dca · outbound

This paper cites Improving 2d feature representations by 3d-aware fine-tuning.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Improving 2d feature representations by 3d-aware fine-tuning

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.127089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cfe9f19c-3066-4156-a81d-f6a57ccc2d5f · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Efros, Eli Shechtman, and Oliver Wang

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.089170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3616a58b-2b20-477c-bfcb-e2299dfb9dc8 · outbound

This paper cites Hugs: Holistic urban 3d scene understanding via gaussian splatting.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Hugs: Holistic urban 3d scene understanding via gaussian splatting

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.060419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cca874db-1be2-452a-b3ee-030429cb985d · outbound

This paper cites Drivinggaussian: Compos- ite gaussian splatting for surrounding dynamic autonomous driving scenes.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Drivinggaussian: Compos- ite gaussian splatting for surrounding dynamic autonomous driving scenes

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:41.017304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation beb11ca3-1aae-40ea-b95a-ff239b607a49 · outbound

This paper cites We sample a total of 1 × 106 points for initialization, with 6 × 105 from LiDAR point cloud, 2 × 105 near points and 2 × 105 far points depending on their distance to LiDAR origin.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes We sample a total of 1 × 106 points for initialization, with 6 × 105 from LiDAR point cloud, 2 × 105 near points and 2 × 105 far points depending on their distance to LiDAR origin

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:40.984594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee235e6d-5eb2-44a0-b869-27caa905fef0 · outbound

This paper cites On the other hand, FiT3D [50] fine-tunes 1 Figure 8.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes On the other hand, FiT3D [50] fine-tunes 1 Figure 8

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:40.922385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 519f2432-4cac-4350-883e-0282c3a9e3fc · outbound

This paper cites The whole scene is divided in to close-range, distant-view and sky parts according to the distance of ob- jects.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes The whole scene is divided in to close-range, distant-view and sky parts according to the distance of ob- jects

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:40.896936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 96f7d895-5f14-4595-aaeb-af4c0915bc67 · outbound

This paper cites an unresolved cited work.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:45:40.866126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 98e31bb0-84fc-42cd-83c6-de03d42fcaaf · outbound

This paper cites an unresolved cited work.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-12T18:45:40.842246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f4cf299-22d1-4181-b987-86110ccae72e · outbound

This paper cites Additional quantitative results We conducted experiments on the NOTR dataset, and the results are listed in Tab.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes Additional quantitative results We conducted experiments on the NOTR dataset, and the results are listed in Tab

Reference 59

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T18:45:40.818761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0973718b-01c8-444f-8c60-27cabda5e941 · outbound

This paper cites However, the explicit GS methods tend to overfit to the images, thereby performing poorly on depth rendering.

DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes However, the explicit GS methods tend to overfit to the images, thereby performing poorly on depth rendering

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T18:45:40.788558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 77686381-982c-4e87-ac56-985ab8c7da43 · inbound

EMD: Explicit Motion Modeling for High-Quality Street Gaussian Splatting cites this paper.

EMD: Explicit Motion Modeling for High-Quality Street Gaussian Splatting DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T14:11:54.754015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ccee20d-da3e-4d8e-b8aa-2467e823f5e0 · inbound

Editing Implicit and Explicit Representations of Radiance Fields: A Survey cites this paper.

Editing Implicit and Explicit Representations of Radiance Fields: A Survey DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-11T05:23:04.124476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968ebb8e-1724-4d44-8c80-58415cc703b2 · inbound

S2GO: Streaming Sparse Gaussian Occupancy Prediction cites this paper.

S2GO: Streaming Sparse Gaussian Occupancy Prediction DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:27:09.705146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d80cd58-dff9-404b-aec8-e4980e8c99e4 · inbound

AD-GS: Object-Aware B-Spline Gaussian Splatting for Self-Supervised Autonomous Driving cites this paper.

AD-GS: Object-Aware B-Spline Gaussian Splatting for Self-Supervised Autonomous Driving DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:59:59.123322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 257b03a5-28cb-44ee-9348-2ea0c4cf65d9 · inbound

Flux4D: Flow-based Unsupervised 4D Reconstruction cites this paper.

Flux4D: Flow-based Unsupervised 4D Reconstruction DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:01:25.704747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 82709311-e67c-45cb-8ea1-844215e55107 · inbound

SparseStreet: Sparse Gaussian Splatting for Real-Time Street Scene Simulation cites this paper.

SparseStreet: Sparse Gaussian Splatting for Real-Time Street Scene Simulation DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:26:27.328977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 04de887b-09c5-4d4a-9746-3ad9239105c4 · inbound

Learning Gaussian Structure: Intervention-Guided Density Control for Feed-Forward Driving Reconstruction cites this paper.

Learning Gaussian Structure: Intervention-Guided Density Control for Feed-Forward Driving Reconstruction DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:52:31.089007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.