Paper Citation Record · LEDGER

STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2303.17937.

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

pith.paper-citation-record.v1
2303.17937 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 2026-08-15T06:32:42.880941+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:28:20.638961Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:46:08.595487Z

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 3001f664-4f6e-4c3e-973b-d0ca2efe9be0 · inbound

Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning cites this paper.

Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:28:20.638961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9419a50-536b-45af-9c80-600585215d91 · inbound

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios cites this paper.

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:30:27.830912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f939a6a4-6093-42df-a6c4-e206d6b4f980 · inbound

VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors cites this paper.

VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T13:27:40.225243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f91547e-f8f8-45ce-b319-0c335461ca9e · inbound

Reward-Guided Semantic Evolution for Test-time Adaptive Object Detection cites this paper.

Reward-Guided Semantic Evolution for Test-time Adaptive Object Detection STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:46:08.605018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.