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Paper Citation Record · LEDGER

AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2302.08646.

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

pith.paper-citation-record.v1
2302.08646 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:09.308058Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:53:46.601356Z

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 8f38f1c0-febd-47f0-83f3-356e6095e7f0 · inbound

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network cites this paper.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T14:01:09.308058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:01:09.308058Z digest=sha256:83cc2abee97c3863b8e0887a3e5195b67c398b8534cceb9457a4828a9c77c427

Observation b7657d90-2b84-4d18-8276-3205f9921ae7 · inbound

Spatial RoboGrasp: Generalized Robotic Grasping Control Policy cites this paper.

Spatial RoboGrasp: Generalized Robotic Grasping Control Policy AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:53:46.729616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-07T13:53:45.983307Z digest=sha256:6fb027ccc1beabe71927df667fcf88988d192fb51ce28f6f354bc57bed657420