Paper Citation Record · LEDGER

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion

As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2512.18954.

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

pith.paper-citation-record.v1
2512.18954 v6

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:53:39.969971Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 016c928c-8954-40e6-a158-b4d463f56378 · outbound

This paper cites Monoscene: Monocular 3d semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Monoscene: Monocular 3d semantic scene completion,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:36.821443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9864106-88c2-4b38-8014-edfea3cab192 · outbound

This paper cites S3cnet: A sparse semantic scene completion network for lidar point clouds,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion S3cnet: A sparse semantic scene completion network for lidar point clouds,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:36.926640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c0ecb6-4ee7-4f09-91fb-338d50391eb8 · outbound

This paper cites Multi-path sensory substitution device navigates the blind and visually impaired individuals,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Multi-path sensory substitution device navigates the blind and visually impaired individuals,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:36.985457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff555276-cddb-4c5b-99dc-6b687d26d513 · outbound

This paper cites LODE: Locally Conditioned Eikonal Implicit Scene Completion from Sparse LiDAR,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion LODE: Locally Conditioned Eikonal Implicit Scene Completion from Sparse LiDAR,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.029319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94e71d5-5c19-47c3-83ad-47c9ad3cd070 · outbound

This paper cites Semcity: Semantic scene generation with triplane diffusion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Semcity: Semantic scene generation with triplane diffusion,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.059426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae638a7a-9894-4bb2-a43c-856b68dfc34a · outbound

This paper cites V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion V oxformer: Sparse voxel transformer for camera- based 3d semantic scene completion,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.120228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b977035d-6ef7-4dd8-882e-84191670d1a7 · outbound

This paper cites Symphonize 3d semantic scene completion with contextual instance queries,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Symphonize 3d semantic scene completion with contextual instance queries,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.160411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d38d43f-4002-4266-837d-bf9a34b3da9d · outbound

This paper cites Semantickitti: A dataset for semantic scene understanding of lidar sequences,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Semantickitti: A dataset for semantic scene understanding of lidar sequences,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.163497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00134340-79ef-41fa-afb0-b7ac0d8e530c · outbound

This paper cites Sscbench: A large-scale 3d semantic scene completion benchmark for autonomous driving,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Sscbench: A large-scale 3d semantic scene completion benchmark for autonomous driving,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.166048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efbb4de2-1dea-4751-91dd-1bad06c6bdd0 · outbound

This paper cites Semantic scene completion from a single depth image,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Semantic scene completion from a single depth image,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.245164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4622f881-d2cf-42e4-acbe-bfd2e6d27d35 · outbound

This paper cites 3d sketch-aware semantic scene completion via semi-supervised structure prior,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion 3d sketch-aware semantic scene completion via semi-supervised structure prior,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.350368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1a8a1f-4f06-492c-ab6f-7ee04f59fc70 · outbound

This paper cites Rgbd based dimensional decomposition residual network for 3d semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Rgbd based dimensional decomposition residual network for 3d semantic scene completion,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.410208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 059bc6e2-c49d-4f51-b0f1-2a877f7ca29a · outbound

This paper cites Cascaded context pyra- mid for full-resolution 3d semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Cascaded context pyra- mid for full-resolution 3d semantic scene completion,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.456415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800b8033-69bb-4c48-8772-26826cc3bafc · outbound

This paper cites Openoccupancy: A large scale benchmark for surrounding semantic occupancy perception,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Openoccupancy: A large scale benchmark for surrounding semantic occupancy perception,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.560264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfffd1ca-658b-46d9-bacf-054443836a31 · outbound

This paper cites Lmscnet: Lightweight multiscale 3d semantic completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Lmscnet: Lightweight multiscale 3d semantic completion,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.619219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 458195a5-7839-4270-9112-3380e276b194 · outbound

This paper cites Sparse single sweep lidar point cloud segmentation via learning contextual shape priors from scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Sparse single sweep lidar point cloud segmentation via learning contextual shape priors from scene completion,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.682220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38625c1f-7b88-4000-9771-a587194010e2 · outbound

This paper cites A multi-phase camera-LiDAR fusion network for 3D semantic segmentation with weak supervision,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion A multi-phase camera-LiDAR fusion network for 3D semantic segmentation with weak supervision,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.733446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5edb7ceb-b518-4b46-8709-a6f5f2aabd88 · outbound

This paper cites LiDAR-camera continuous fusion in voxelized grid for semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion LiDAR-camera continuous fusion in voxelized grid for semantic scene completion,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.837146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93abde0b-2f1a-419a-80f5-a87ff7f573eb · outbound

This paper cites Occformer: Dual-path transformer for vision-based 3d semantic occupancy prediction,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Occformer: Dual-path transformer for vision-based 3d semantic occupancy prediction,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.881332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dce6696-d45d-46d0-ac4f-8edc17d855d3 · outbound

This paper cites Ndc- scene: Boost monocular 3d semantic scene completion in normalized device coordinates space,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Ndc- scene: Boost monocular 3d semantic scene completion in normalized device coordinates space,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:37.990168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 309da4f3-ff34-4f3b-b909-ad03010536ec · outbound

This paper cites Tri-perspective view for vision-based 3d semantic occupancy prediction,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Tri-perspective view for vision-based 3d semantic occupancy prediction,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.056307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b095bd1-986e-4d9f-80a1-189ab7d66d5e · outbound

This paper cites Not all voxels are equal: Hardness-aware semantic scene completion with self- distillation,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Not all voxels are equal: Hardness-aware semantic scene completion with self- distillation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.099409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72edc943-5b23-462f-96d8-33d5588fc4ef · outbound

This paper cites Instance-aware monocular 3D semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Instance-aware monocular 3D semantic scene completion,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.240444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0621b0-46d0-4b4a-8efc-decaaf4e4bf7 · outbound

This paper cites Mixssc: Forward- backward mixture for vision-based 3d semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Mixssc: Forward- backward mixture for vision-based 3d semantic scene completion,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.357509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71b3485c-e8fb-4c2f-a839-49cc4137ad28 · outbound

This paper cites Hierarchical Temporal Context Learning for Camera-Based Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Hierarchical Temporal Context Learning for Camera-Based Semantic Scene Completion,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.415221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69fd58b-ddfd-4e2e-ae73-c929c91a27ed · outbound

This paper cites CurriFlow: Curriculum-Guided Depth Fusion with Optical Flow-Based Temporal Alignment for 3D Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion CurriFlow: Curriculum-Guided Depth Fusion with Optical Flow-Based Temporal Alignment for 3D Semantic Scene Completion,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.544496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23ad98a-1dae-4045-b8d8-d728af6993f3 · outbound

This paper cites One Step Closer: Creating the Future to Boost Monocular Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion One Step Closer: Creating the Future to Boost Monocular Semantic Scene Completion,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.699355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a01f2d-212e-45fb-82a7-d62b1ce38150 · outbound

This paper cites Unleashing Semantic and Geometric Priors for 3D Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Unleashing Semantic and Geometric Priors for 3D Scene Completion,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.753238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4a8bdd-db1a-41a9-b2cd-0d371f5cd1ef · outbound

This paper cites MVFormer: UNet-like Transformer with Mix-V oxel Attention for Camera-Based 3D Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion MVFormer: UNet-like Transformer with Mix-V oxel Attention for Camera-Based 3D Semantic Scene Completion,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.861433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad3df2b-f7c3-44b1-bebe-2b8aed309871 · outbound

This paper cites Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:38.918920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18dbda3-a5d7-474b-b427-13cdcf49941a · outbound

This paper cites SPHERE: Semantic-PHysical Engaged REpre- sentation for 3D Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion SPHERE: Semantic-PHysical Engaged REpre- sentation for 3D Semantic Scene Completion,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.020883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4f3cb0-c530-4fce-adfa-20cd6a780788 · outbound

This paper cites Memory-Augmented Re-Completion for 3D Semantic Scene Completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Memory-Augmented Re-Completion for 3D Semantic Scene Completion,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.096038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb117362-6f59-48ce-9bd7-a263c1ae4291 · outbound

This paper cites Mask dino: Towards a unified transformer-based framework for object detection and segmentation,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Mask dino: Towards a unified transformer-based framework for object detection and segmentation,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.202417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c83cc9-cd23-4e52-8f26-ebd7f2d7ad99 · outbound

This paper cites Deformable DETR: Deformable Transformers for End-to-End Object Detection,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Deformable DETR: Deformable Transformers for End-to-End Object Detection,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.262919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83816b91-5e40-4b83-9b8b-676a061361c3 · outbound

This paper cites Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.314407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9645b8f-79cc-4912-972c-520a1e1a75c8 · outbound

This paper cites BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.412941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3064087-bfc2-43ec-813b-f9ad8bb6cdcc · outbound

This paper cites Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.529194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2585f528-39e0-4ab6-bea5-c5dce31c75a0 · outbound

This paper cites BEVDet: High- performance Multi-camera 3D Object Detection in Bird-Eye-View,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion BEVDet: High- performance Multi-camera 3D Object Detection in Bird-Eye-View,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.580750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17bc5f04-a5e0-4930-8690-18b881576a31 · outbound

This paper cites Mobilestereonet: Towards lightweight deep networks for stereo matching,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Mobilestereonet: Towards lightweight deep networks for stereo matching,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.687165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c008a7-b7db-494e-ba32-ebf48ebe70d8 · outbound

This paper cites Decoupled Weight Decay Regularization,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Decoupled Weight Decay Regularization,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.804348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9063721c-48bf-48b3-a300-4c4ebf708f40 · outbound

This paper cites Deep residual learning for image recognition,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Deep residual learning for image recognition,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.866347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afd4b0f6-d805-4d8d-82a9-7c704fd78b1f · outbound

This paper cites Camera-based 3d semantic scene completion with sparse guidance network,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Camera-based 3d semantic scene completion with sparse guidance network,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.912268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5852f1c4-0d28-4450-9c4d-5180254fb9b9 · outbound

This paper cites Context and geometry aware voxel transformer for semantic scene completion,.

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion Context and geometry aware voxel transformer for semantic scene completion,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T14:53:39.969971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.