Paper Citation Record · LEDGER

Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2403.16271.

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

pith.paper-citation-record.v1
2403.16271 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:58:53.559629Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T05:15:22.050878Z

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 85f56824-5984-48c4-a9ab-46bf95393ca6 · inbound

3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation cites this paper.

3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:53.559629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84dae038-087f-4a2e-b92b-d1439e75f095 · inbound

Ensemble Confidence Calibration for Sound Event Detection in Open-environment cites this paper.

Ensemble Confidence Calibration for Sound Event Detection in Open-environment Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:55:21.496769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ee488e-c819-43e1-a151-64c3ec501102 · inbound

Physical Adversarial Camouflage through Gradient Calibration and Regularization cites this paper.

Physical Adversarial Camouflage through Gradient Calibration and Regularization Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T23:27:16.695316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56741293-d004-4a47-b283-30703f6bf38d · inbound

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles cites this paper.

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T18:34:42.990682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fff2422-db06-4663-9d47-21c9a17bf04e · inbound

Did Models Learn Sufficiently? Attribution-Guided Training via Subset-Selected Counterfactual Augmentation cites this paper.

Did Models Learn Sufficiently? Attribution-Guided Training via Subset-Selected Counterfactual Augmentation Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T22:09:04.822416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2915e8c-42fd-4462-967e-8e9478d97de8 · inbound

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic cites this paper.

GuardAD: Safeguarding Autonomous Driving MLLMs via Markovian Safety Logic Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:21:27.360020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8525d756-c236-44b6-9b8a-b65b0d685055 · inbound

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents cites this paper.

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents Object Detectors in the Open Environment: Challenges, Solutions, and Outlook

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:15:22.054376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.