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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=sha256:9603582399dc0d38d8eb2f7d58933d5c38f6cb074a8fd0a8c84faa0109f3648a

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=sha256:0b132cf482057ec01a6808a5dd70d683c0e57f67bf44920a95fa51caf08a0159

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=sha256:319803cf003c57355953c97648a853aae5af53699937bfed9528d004587f1898

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=sha256:6f9fde540408146a69f21102ac80a1ef6a300e64e9ad12d1156062019f51f6f2

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:cffd522d617a6448faba7e9a0b8adb65cd32f1a3d85392ea60f6321bbaf57f2f

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=sha256:6c59145406292c08d8389bb2895de92b8e98e20ba8a7343c97822f71af426334

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:e68d4ce0e42f0b968069ffb89082dedec73a0a1eb8705d48457668056eee944c

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=sha256:4bf9673d80c55559ed010a18aed8a3deef774739ab733e24cc75be97d7d75ded

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:d1c1f72a6eb70dc3244dc68dc1e22c0d0f98142e6b4a70769484d9533c97c14d

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:fbfaaffed2c3d20a9f00ab7c1f717c8a2c747a7d3b9402448cc54de4630927a1

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:b4730da12d91c70bf05bfc7a6ea204a49dc92a813d5cb3042d9c673f8202d6e5

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=sha256:22e5a8cc452ccc09acf2c9ac8b39f65d97a8692458c3f7b928d7379f520b5e29

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=sha256:9a30c5a252f9d7861ba3af701876c7fc13ae7cbd97096279099c5e70b976b53e

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:b64f32a31b642ea3aab3b18472dc02a7ef9ae332419bc9b196e9adb9b529b19a

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:f2cd4afcaffec8002a4888fbb0977dad4f0568ecebccf83de8542650f212808a

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=sha256:19878b3f8755442d72fa28140b0b8828b954c44df7813d180fbfe4c155a9d787

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=sha256:2ab68e54c4b2c2acb466a47d357c0b0360774822c9616e071b51afd4249bf65c

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=sha256:2348bf6b5373bc4166a121ca16092178d96ea64b6194019351b89de6fb92ad82

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:b9c9a4a19e906e73720bf59ec6335444326156829c4d406c4d1b505c2a805139

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=sha256:400cefb13e74735786d6a21df6b41f04ac1b9d87dfb8ba30024139cd2ed157ab

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=sha256:1edb0375ce64492e964da6f9023190f83542b8a765ac8d33d0990f26efa40efd

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:e2fdb932dd7e2af4a29fe1cdf08eb9c34e398d97fe4669e7a1eda2f9b4d679fd

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:b2ce46ffbd4944182e92d60f396e3a8de833d4bf6182edc1695425d9b4166261

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=sha256:58a72ba9f7819cd3e1982aded5e2d83436658a04e834653bd52d81c6a2fbc5ef

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:b4edd9c6d311a880774c50036de918bbfabdba53bdfbb5005ae10935db8c9719

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=sha256:561daca4017dbf3c1ad22528a1479b66bebd9975751e7b3b4bf2fa7981d56d42

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:ee6dddf82b7905e021a0205acb88feaf6fbdc23a496984b3199ec626057d7d46

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=sha256:8c8bcef0f969ebdc8d25dfafe3ebcc38ef65d614401f9a5623a92fc762ba8a91

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=sha256:9b33bf2a4903bd614182c2f4f676fbe30be4a3b756761db58dd457933261eebd

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=sha256:148c4b450d6dfaffe4c3f5b7eaada641391793d88aeb40f6464eedda3cc3faee

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:bc2442e7af8e845e5dac8e47150b6a5a6e1172ef66117d9d76c77f27a72eb5b7

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=sha256:11f219822d64bccab3a94a7a1d9f0bf293627f2db8abe38aa319ad272b5013e0

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=sha256:153cb04554330ec546132edbad8989e71fcb3df5649026fa2c4a2899c1971697

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=sha256:53f86b812ebf0ab9a4dc97f369d834fba1d6de6042aa08077d574c63da675dcf

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:c4607006e038305c1e7bb05dd5d89c8df9863cf59989df02a2eca4c1f2c74335

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:b835c8b838b1c2ff82571914b6faab3e79de691764b766f3281844bada19f392

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=sha256:7a1a87d8976407a09b1212e047690523debc71ea558e4f8e13cc44257275d7c7

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:a43037f15f09c0705ced120f98fcf54b3057b75379427e3a88f789e853356fcc

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=sha256:072fb675a2bd515e470115c81eb26deb1c634d938f69b15d355e77036ffed7bd

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=sha256:6b7d7e46e9cf1723854b5a6d0fdf8f6b0ec037637ff30c6e74ab10066a7e58e5

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=sha256:2d46ed4a7183165dd170408c8acf174b2220c65deb378c3e7c5c4b15b2e8ed42

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:f9f4ed2f8396cdb28733f28c7f9cf6ac423a052fc8756c119651dce1b49f9a0a

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=sha256:5e71b00e50550d0c3803b9148c72f97fc7c14090a62eba90bd8607c824d8ed39

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=sha256:4e4abe847113e4326e584169925d72eee20918f1e15775f1af33c6dece0d1aa3

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=sha256:013ebd681cc4f6f8a7efad345f3940f7469cf3251d63a5a8ed8bc6c3cb20c872

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=sha256:8d15337b1ec5544909e4526a7ed64dae84bc29fbc4f9a13bac2b7303183424f2

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:f5e3a74265b6b9c57c5c28e116394c585f21742ef27fe19bcd0f2ba30b2cf06f

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:bc3302a6e239159eb247d94eefd2606ceaa8a71f800250bae129c0f3ca99358d

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=sha256:694103909deded8191d785b37857c88e6b24806a486a9214291fed8d3b2a941d

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=sha256:85c0f4751c61467fce424b9f38a56d2f6c9cee127c15ebe702f84b8f1471a704