Paper Citation Record · LEDGER

YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2208.11434.

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

pith.paper-citation-record.v1
2208.11434 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:56:41.607891Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T03:25:58.632602Z

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 6c58de93-d535-42ec-80f8-f06dbb93c0dc · inbound

TwinLiteNet+: An Enhanced Multi-Task Segmentation Model for Autonomous Driving cites this paper.

TwinLiteNet+: An Enhanced Multi-Task Segmentation Model for Autonomous Driving YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-24T03:25:58.636192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 992d83ff-b30f-4e5a-ae07-e82fd73a0b80 · inbound

HMAD: Advancing E2E Driving with Anchored Offset Proposals and Simulation-Supervised Multi-target Scoring cites this paper.

HMAD: Advancing E2E Driving with Anchored Offset Proposals and Simulation-Supervised Multi-target Scoring YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:56:41.607891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305ca6a3-f5ba-4540-914f-1ce13d755a55 · inbound

RMT-PPAD: Real-time Multi-task Learning for Panoptic Perception in Autonomous Driving cites this paper.

RMT-PPAD: Real-time Multi-task Learning for Panoptic Perception in Autonomous Driving YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T05:43:14.002878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb0e4baf-3023-4a96-aa3f-58f6f7429797 · inbound

Efficient Perception in Automotive Detection and Tracking Using Neuromorphic Computing cites this paper.

Efficient Perception in Automotive Detection and Tracking Using Neuromorphic Computing YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-11T11:26:33.422369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.