Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.05976.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:11:42.031285Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-04T20:49:00.965060Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation bfdfcc99-418c-4f83-9eb5-d1cce5725f29 · inbound
SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels cites this paper.
SHTOcc: Effective 3D Occupancy Prediction with Sparse Head and Tail Voxels LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:11:42.031285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dae1da8-d7e4-41f8-bd75-43e310339944 · inbound
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction cites this paper.
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-04T20:49:01.027934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62cb0d4a-fccc-4bc9-8a2d-0e577db6083e · inbound
FDR-Occ: Factorized Dense Routing for Full-Spectrum 3D Occupancy Prediction cites this paper.
FDR-Occ: Factorized Dense Routing for Full-Spectrum 3D Occupancy Prediction LightOcc: Lightweight Spatial Embedding for Efficient Vision-based 3D Occupancy Prediction
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T23:42:57.473601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.