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Paper Citation Record · LEDGER

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction

As of 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2501.11020.

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

pith.paper-citation-record.v1
2501.11020 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:47:14.167594Z

measured 50 of 50 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:26:35.854553Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:46:55.560472Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy29
  • unresolved18
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 944c3c32-c5a1-41b4-a930-0554b7aee3e6 · outbound

This paper cites Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Mip-nerf: A multiscale representation for anti-aliasing neu- ral radiance fields

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.011840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.011840Z digest=sha256:d87461136c9e4839dbdffdda350b2b1c45c8a8b715ac146a084c854e63af4d8c

Observation ea6e60be-8d31-4069-bbd4-7d58d5fdc2a8 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Mip-nerf 360: Unbounded anti-aliased neural radiance fields

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.015567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.015567Z digest=sha256:babd42af666d1b44102034bc9d8b4016423618e1f1c683c5eb72e081fc927ca2

Observation 9f116ea6-1f73-4ea2-b1f9-c24203d5356f · outbound

This paper cites Depth esti- mation from indoor panoramas with neural scene representa- tion.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Depth esti- mation from indoor panoramas with neural scene representa- tion

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.611779Z

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.

source=pdf_text observed=2026-08-10T18:47:14.019065Z digest=sha256:b8474cbbc138f1236ee1d2b6b905399ddf41a4cdcdb901919706cd0e765963d2

Observation 28b6d528-ff07-462d-8f4c-fcdb4751e4a5 · outbound

This paper cites Deep surface light fields.Pro- ceedings of the ACM on Computer Graphics and Interactive Techniques, 1(1):1–17, 2018.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Deep surface light fields.Pro- ceedings of the ACM on Computer Graphics and Interactive Techniques, 1(1):1–17, 2018

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.602006Z

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.

source=pdf_text observed=2026-08-10T18:47:14.022886Z digest=sha256:a0a47e11ebf90d65062a7605366ec15c79048ca36050734b8852fb39227d2582

Observation 450475cb-f392-46f7-9c69-ad824639ab5a · outbound

This paper cites Pgsr: Planar-based gaussian splatting for efficient and high-fidelity surface reconstruction, 2024.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Pgsr: Planar-based gaussian splatting for efficient and high-fidelity surface reconstruction, 2024

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.591397Z

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.

source=pdf_text observed=2026-08-10T18:47:14.026401Z digest=sha256:45435503ba5ef03f6b7174941854d7166b6eaed50b1a4957fd8bc30ba4b9d0ed

Observation b8d5e7a6-31cf-4129-8b27-551aa03326fb · outbound

This paper cites UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.029698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.029698Z digest=sha256:eacd7f865f6751f80ca182d7c8f61cbcc29a3c7bdcae1304fefae410451f40d7

Observation 10c6b32e-e7f9-49e1-9439-d2774d39dd5c · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Gaussianpro: 3d gaussian splatting with progressive propagation

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.034095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.034095Z digest=sha256:c6e68ae8a38a56ad8381ecf40388279149676e9f80926fe6eb72936ea39afc0d

Observation 68f049d0-94df-489d-bd03-fb438da20f4b · outbound

This paper cites High-quality surface recon- struction using gaussian surfels.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction High-quality surface recon- struction using gaussian surfels

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.574935Z

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.

source=pdf_text observed=2026-08-10T18:47:14.038479Z digest=sha256:6bbe73ea1dce92f24e67ee77c6c971d7e42350cebb11ab96f82a0697e401ceeb

Observation 02c92bb6-1177-4679-88d5-fb229627b847 · outbound

This paper cites 3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction 3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.042087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.042087Z digest=sha256:194e0499f4e5c2f30bbcbb6404b581e11713c558a461b924da43a9716e96d97d

Observation 641b0764-c38b-4ba5-b4d6-a7a2ee028c6a · outbound

This paper cites Tensorir: An abstraction for automatic tensorized program optimization.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Tensorir: An abstraction for automatic tensorized program optimization

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.563910Z

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.

source=pdf_text observed=2026-08-10T18:47:14.046475Z digest=sha256:e69261e3dc2ee2581b4a7f43246ce0dd9b1f6ec4abe501212899365de5cc6d4c

Observation f75d0dae-41d6-49b3-a2f0-b33478c366a4 · outbound

This paper cites Ref-neus: Ambiguity-reduced neural implicit surface learning for multi-view reconstruction with reflection.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Ref-neus: Ambiguity-reduced neural implicit surface learning for multi-view reconstruction with reflection

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.554987Z

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.

source=pdf_text observed=2026-08-10T18:47:14.049887Z digest=sha256:d5123a9ecfaea6427cb408a5592d5c1bb64e65fbef32be94a92a523a22855a3f

Observation 0b4f7117-12af-4ba2-b914-5020e726683a · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Sugar: Surface- aligned gaussian splatting for efficient 3d mesh reconstruc- tion and high-quality mesh rendering

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.545941Z

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.

source=pdf_text observed=2026-08-10T18:47:14.053343Z digest=sha256:91dbb68b15acedba4cfbde120fcd4032623752e131209fceceb9f953fceb3799

Observation 0a9e5bae-68c0-4c9c-b153-cac1cbdf600b · outbound

This paper cites Tri-miprf: Tri-mip represen- tation for efficient anti-aliasing neural radiance fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Tri-miprf: Tri-mip represen- tation for efficient anti-aliasing neural radiance fields

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.056990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.056990Z digest=sha256:03c836787133b1b83806ee956a470f927600f096253a3e7ef861e2ae3688f813

Observation 6f74d953-1507-4ac3-9925-c246b5c9e2d6 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction 2d gaussian splatting for geometrically accu- rate radiance fields

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.531021Z

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.

source=pdf_text observed=2026-08-10T18:47:14.060452Z digest=sha256:852af238d6ada12779f14213061a46c957e354b67f05ab49b30e2632a666dc51

Observation 0ef10ed8-daa6-4665-baa1-a0396edc3728 · outbound

This paper cites 2d gaussian splatting for geometrically ac- curate radiance fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction 2d gaussian splatting for geometrically ac- curate radiance fields

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.063912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.063912Z digest=sha256:0ae4e0ff53deae99492e72ce4e88ccd694633abb0707f87b1b626a2f56df36a3

Observation a9d7454f-8702-4ca1-8c85-718611ed6fc9 · outbound

This paper cites Gaussian- shader: 3d gaussian splatting with shading functions for re- flective surfaces.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Gaussian- shader: 3d gaussian splatting with shading functions for re- flective surfaces

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.514166Z

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.

source=pdf_text observed=2026-08-10T18:47:14.067199Z digest=sha256:53cf47d78a37f4d2d3fb0f95677c58717255ac7c33018e76ae43129704b8e2af

Observation 1fd5b1ea-12da-428a-afb7-e19cab473794 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction 3d gaussian splatting for real-time radiance field rendering

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.070012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.070012Z digest=sha256:6cb547440a6861c3549fe1e6719b824241998103138bebb5974decff49fd6831

Observation 6431224f-26d5-4382-9acf-a250c6b71afa · outbound

This paper cites V ox-surf: V oxel-based implicit sur- face representation.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction V ox-surf: V oxel-based implicit sur- face representation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.498211Z

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.

source=pdf_text observed=2026-08-10T18:47:14.073009Z digest=sha256:eb9e495cece945c5cbc81447082aa0a6d6ac7cbe01ca75793295d02859c358d7

Observation 5b08f5a8-fcf8-4ca3-9a03-29806a57d02e · outbound

This paper cites Neuralangelo: High-fidelity neural surface reconstruction.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Neuralangelo: High-fidelity neural surface reconstruction

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.488949Z

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.

source=pdf_text observed=2026-08-10T18:47:14.076394Z digest=sha256:8c184d389b1772a4e1128cf3f03ef82bfb7e34031d063711ec98a5caf4f14d15

Observation 195ef523-fae3-426d-b5a7-bc636bf94c75 · outbound

This paper cites Rip-nerf: Anti-aliasing radiance fields with ripmap-encoded platonic solids.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Rip-nerf: Anti-aliasing radiance fields with ripmap-encoded platonic solids

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.480490Z

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.

source=pdf_text observed=2026-08-10T18:47:14.079598Z digest=sha256:56cbe69e3e6c42dc7dc928f4bf3a9c1ad7c1d780854d8b0b01ae7097cc582b63

Observation 10daeacd-c7cc-4c06-ba61-45bb98ef7b14 · outbound

This paper cites Neural sparse voxel fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Neural sparse voxel fields

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.471531Z

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.

source=pdf_text observed=2026-08-10T18:47:14.082783Z digest=sha256:77685299dc1d1c8c39f4541947b84bc5976d8a82e708b3e13442a51cf671e78b

Observation f6ee3033-4ea6-40b4-b0d8-fb4f0f9f277b · outbound

This paper cites Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Nero: Neural geometry and brdf reconstruction of reflective objects from multiview images

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.461879Z

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.

source=pdf_text observed=2026-08-10T18:47:14.085724Z digest=sha256:385004ba7343bf109f455cec1694c9b832e7f0958ba39057165c8411dbf170e0

Observation b63b4b5b-7ce2-41aa-b9ab-f50e60a30902 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Scaffold-gs: Structured 3d gaussians for view-adaptive rendering

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.088809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.088809Z digest=sha256:b5b3e50857a72085bec8cfc07b002770d97320be9d77dc8977631d47dead5324

Observation b905ceb9-06b5-4ffe-853e-a1e128aa0912 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Nerf: Representing scenes as neural radiance fields for view syn- thesis

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.445519Z

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.

source=pdf_text observed=2026-08-10T18:47:14.091585Z digest=sha256:aaeb3321c822e3370c85e20c4b3c7536f463802b74e60cb9c1591c23e50b27af

Observation 578392f2-4ab8-40f9-bfe9-77cc6f42d88a · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Instant neural graphics primitives with a mul- tiresolution hash encoding

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.094171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.094171Z digest=sha256:75dc1a007aebc287fd611fdfa7d16557c508a46f678eb2d457a4860c8d426f71

Observation 0df61798-e0db-49ab-b69f-524de2dfb113 · outbound

This paper cites Differentiable volumetric rendering: Learn- ing implicit 3d representations without 3d supervision, 2020.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Differentiable volumetric rendering: Learn- ing implicit 3d representations without 3d supervision, 2020

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.429962Z

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.

source=pdf_text observed=2026-08-10T18:47:14.097196Z digest=sha256:be1353808bbc7bf163ae4a68cfb5b25436a623af6f4b59588fd283fefe50f49b

Observation 71bc728a-4a44-44cc-9c27-6275c31b4a73 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction SAM 2: Segment Anything in Images and Videos

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.099978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.099978Z digest=sha256:e1a1b46927c4f404dc02e82eb28297a4105ab12777a028249689038322cf925c

Observation bb2de785-9efd-4d02-9bfb-ead86d8b7895 · outbound

This paper cites Octree-GS: Towards Consistent Real-time Rendering with LOD-Structured 3D Gaussians.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Octree-GS: Towards Consistent Real-time Rendering with LOD-Structured 3D Gaussians

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.103650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.103650Z digest=sha256:a1d5f00eab00717d637657e9d7b488aee59f9c3732ce5e3c4b12c630329a6969

Observation c326010f-e763-40c4-ac57-46ef9c733315 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Mega-nerf: Scalable construction of large- scale nerfs for virtual fly-throughs

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.420389Z

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.

source=pdf_text observed=2026-08-10T18:47:14.107683Z digest=sha256:2fdef25e5480730a788f2174a4b03d33a3232c757954c5dbf12f944def1972d7

Observation 9b45886a-4067-4062-9e80-abb6066cd50c · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Dn-splatter: Depth and normal priors for gaussian splatting and meshing

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.411165Z

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.

source=pdf_text observed=2026-08-10T18:47:14.111946Z digest=sha256:d1cfdcaf6816bc7a390c0bec7c31ee10475226188fe4be70e9aee9292facc60c

Observation befb2fc2-8cd6-4404-af05-804b40b5ed6c · outbound

This paper cites Ref-nerf: Struc- tured view-dependent appearance for neural radiance fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Ref-nerf: Struc- tured view-dependent appearance for neural radiance fields

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.402497Z

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.

source=pdf_text observed=2026-08-10T18:47:14.115360Z digest=sha256:e8fce9d158eec382405edbca054b6757ea7b2580e2a9822500e55dfc55d76535

Observation 6736c10b-9285-46e0-bfd1-6eb85aa0936e · outbound

This paper cites Nerf-casting: Improved view-dependent appearance with consistent reflections.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Nerf-casting: Improved view-dependent appearance with consistent reflections

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.393783Z

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.

source=pdf_text observed=2026-08-10T18:47:14.118649Z digest=sha256:72d8916790ec2400c6f1491ab7395e4602544e8bc3effef74c116c51593feef9

Observation bc5309d5-68b0-40bc-b3b3-fae760666f41 · outbound

This paper cites UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction UniSDF: Unifying Neural Representations for High-Fidelity 3D Reconstruction of Complex Scenes with Reflections

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-10T18:47:14.247694Z

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.

source=pdf_text observed=2026-08-10T18:47:14.122087Z digest=sha256:7eabc4482b8d03a4fb7e20b284aadb436edc5c85239e73b58cc0ef9121aacd1c

Observation b0239f86-f204-4b1f-b132-035e72f82179 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.125731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.125731Z digest=sha256:82363a728c1d8b9aff9c285f336359f55851fcc524723ddb373c72019c7e677b

Observation 2c0a81dd-c118-4f8b-8ecb-c2ecbd053c58 · outbound

This paper cites GS2Mesh: Surface reconstruction from Gaussian splatting via novel stereo views.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction GS2Mesh: Surface reconstruction from Gaussian splatting via novel stereo views

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.383998Z

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.

source=pdf_text observed=2026-08-10T18:47:14.128889Z digest=sha256:5d41c24080ce9ee040c9c81b34498d03a03f3cb9ed127b7f69c575c05f65e2fd

Observation ec89fa2b-1b34-4abf-ac0b-702d85915226 · outbound

This paper cites Surface light fields for 3d photography.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Surface light fields for 3d photography

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.373458Z

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.

source=pdf_text observed=2026-08-10T18:47:14.131739Z digest=sha256:6ef511befdf07ac0074170918663b8192dfa45c6a992eb73cce42c271f4259ac

Observation 4d7a2001-c717-4c14-994a-da07408f6c76 · outbound

This paper cites Neural directional encoding for efficient and accurate view-dependent appearance modeling.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Neural directional encoding for efficient and accurate view-dependent appearance modeling

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.362418Z

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.

source=pdf_text observed=2026-08-10T18:47:14.134854Z digest=sha256:0a774bdbdedf8f2a82b7ea7051dceaf47a4ef7f1a8472c2565d78631df28206c

Observation aa1a6ac6-2b4e-4cd4-a190-26695694c726 · outbound

This paper cites Point-NeRF: Point-based Neural Radiance Fields.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Point-NeRF: Point-based Neural Radiance Fields

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.137548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.137548Z digest=sha256:307d71fe06c82f13b820aa0e1708a849d1f9972dbb7adb4af68a4cb22e202ddb

Observation efba5216-c1a9-41fd-87be-251140c94bb6 · outbound

This paper cites Depth Anything V2.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Depth Anything V2

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.140608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.140608Z digest=sha256:793ca949f771d8329971dd1f9f9e72099438a60d8b7ea85de2ed56753345ccce

Observation ad8e4ff4-eeaf-4d3d-9fa2-bbc732637a3f · outbound

This paper cites Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.143589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.143589Z digest=sha256:e088b047b099873ae0e6c61d816e204dc8c3b8e623357ff39ac4eb663fee6a7b

Observation 824e5c0f-8def-4558-9333-644e4549e5c1 · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction V ol- ume rendering of neural implicit surfaces, 2021

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.350936Z

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.

source=pdf_text observed=2026-08-10T18:47:14.146524Z digest=sha256:f4a0a763cd87ab4dc1ad93071e9819d869b44b90116839170aa6e78909718471

Observation 98270b7b-c455-4a0a-9cef-38de745d5573 · outbound

This paper cites GauStudio: A Modular Framework for 3D Gaussian Splatting and Beyond.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction GauStudio: A Modular Framework for 3D Gaussian Splatting and Beyond

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.149274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.149274Z digest=sha256:cd9942ff97d0ec7d7455a01c8bf29900cf662a756a888f707d57292494737f89

Observation c948e0ed-9472-4a81-8113-0552cf40f5e0 · outbound

This paper cites Stablenormal: Reducing diffusion variance for stable and sharp normal.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Stablenormal: Reducing diffusion variance for stable and sharp normal

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.340030Z

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.

source=pdf_text observed=2026-08-10T18:47:14.152244Z digest=sha256:8faabfba967ed43e1ada80762f2b3d8d130aca969f733184e95a0c04d4caa88e

Observation e0765150-5eb1-4fb6-b61f-2094c126f7e6 · outbound

This paper cites Differentiable surface splatting for point-based geometry processing.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Differentiable surface splatting for point-based geometry processing

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.329642Z

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.

source=pdf_text observed=2026-08-10T18:47:14.154885Z digest=sha256:1af3fc66ebe2cd2dddbab6680dd47d86935babb71e8efd6fbc5c7c2de53f0cbc

Observation 90398f38-f9e0-4e02-b285-49a813116187 · outbound

This paper cites Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.319716Z

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.

source=pdf_text observed=2026-08-10T18:47:14.158254Z digest=sha256:3c284260983664128543310be0400ae93c755518399938e576e872a8aa83415d

Observation acb6dfe4-8126-4dde-a868-563dd3b133b0 · outbound

This paper cites Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.310374Z

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.

source=pdf_text observed=2026-08-10T18:47:14.160957Z digest=sha256:7b543173c9197d7c00b5f1a317d0cebf0f248684ff7638e4e9d7ae8618069a91

Observation 1b7c1f4b-59d5-4b78-a21c-c220b5a17c8b · outbound

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

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction The unreasonable effectiveness of deep features as a perceptual metric

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T18:47:14.164337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:47:14.164337Z digest=sha256:314b51969c67877bb228d0faab4bc6dd1ccc3be8d48244d668fd87fe1d9c2103

Observation f3fe6e4c-57fa-4a95-9e3c-86d36e543ee2 · outbound

This paper cites Neu- ral signed distance function inference through splatting 3d gaussians pulled on zero-level set.

Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction Neu- ral signed distance function inference through splatting 3d gaussians pulled on zero-level set

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:47:14.293999Z

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.

source=pdf_text observed=2026-08-10T18:47:14.167594Z digest=sha256:0737a76ead27800683ddb3e85f79323dfdcf540b8b686004cdb263000c10695d

Pith citing papers

Observation 94dfebf4-2ac7-4647-aa9d-6b60c3f94f1b · inbound

TSGS: Improving Gaussian Splatting for Transparent Surface Reconstruction via Normal and De-lighting Priors cites this paper.

TSGS: Improving Gaussian Splatting for Transparent Surface Reconstruction via Normal and De-lighting Priors Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T12:26:35.854553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:26:35.854553Z digest=sha256:909895437562748784abde840eae5b79700180a3f29f8659c6382102fda54d63

Observation 24886a3c-f676-4714-b027-7335fbedb77e · inbound

Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting cites this paper.

Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting Car-GS: Addressing Reflective and Transparent Surface Challenges in 3D Car Reconstruction

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:46:55.561932Z

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.

source=pdf_text observed=2026-06-28T03:05:47.397131Z digest=sha256:5ad81e2df6a0c248f6a0bdb69be989c58881070547c88eaddbccf0b427c61113