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Paper Citation Record · LEDGER

HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.10777.

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

pith.paper-citation-record.v1
2503.10777 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:09:47.038356Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:51:40.282191Z

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 5c39a9ba-8454-4601-a8e8-029b3d253ba5 · inbound

PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model cites this paper.

PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T23:09:47.038356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:09:47.038356Z digest=sha256:7ca9f389771f357a9f9728afda975305fb046c840d08ced4d8e18ea9e2a150d0

Observation a1870810-546a-4131-85d3-633325557287 · inbound

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance cites this paper.

Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:21:10.699720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:21:10.699720Z digest=sha256:1941e7a1e4db658be30cf2ffb5e83b4c4f9ec255e4e6f550eea9b68bdd36e067

Observation bf303097-30be-4408-8707-6389a15c0528 · inbound

RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving cites this paper.

RoadFormer : Local-Global Feature Fusion for Road Surface Classification in Autonomous Driving HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:27:39.119334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:27:39.119334Z digest=sha256:ecf8cfa642c604e175d52faebbf12f7fcdea44b009ac7d4cba6db4f2cd19da8d

Observation 5266faba-b9a0-4fa6-8f10-223efa708e7b · inbound

RoadMamba: A Dual Branch Visual State Space Model for Road Surface Classification cites this paper.

RoadMamba: A Dual Branch Visual State Space Model for Road Surface Classification HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:51:40.286391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-06T05:51:40.215493Z digest=sha256:ef9083baca7e9cfa5fc6c766f25f04c94d7c5191b3883fec81249cf8e764ff03

Observation 1e72b60d-2646-4218-9c56-762eb9d20262 · inbound

Defer to Plan: Adaptive Multi-Agent Fusion for End-to-End V2X Driving cites this paper.

Defer to Plan: Adaptive Multi-Agent Fusion for End-to-End V2X Driving HeightFormer: Learning Height Prediction in Voxel Features for Roadside Vision Centric 3D Object Detection via Transformer

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T11:47:31.457821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:47:31.457821Z digest=sha256:53ab4a5e589b5954cee40eff171920e54b8719345c65869c0ab8b4eab0dc3406