Pith. sign in

Paper Citation Record · LEDGER

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics

As of 17 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2510.06505.

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

pith.paper-citation-record.v1
2510.06505 v2

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:13:00.725057Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a399c5ff-9bdb-41b5-a13e-e60765d5eca4 · outbound

This paper cites Geometric Median (GM) Matching for Robust Data Pruning.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Geometric Median (GM) Matching for Robust Data Pruning

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:48.513375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:48.513375Z digest=sha256:7d6a0654250170e39061fcc6579e8b6a0cfda350bd373ba6ee30ea62f18f6b86

Observation c4396f01-4d6f-4711-8201-95f3230f63a6 · outbound

This paper cites Nguyen, A., Yosinski, J., and Clune, J.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Nguyen, A., Yosinski, J., and Clune, J

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:55.856844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:55.856844Z digest=sha256:8b4eda0c8957000b967dee0e577ce164ddcef3964d90496af69dad11d4b9ead8

Observation 2b9143d0-5876-4a2d-8d18-13c787349ab6 · outbound

This paper cites Malinin, A.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Malinin, A

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:55.066261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:55.066261Z digest=sha256:e87ea6a229a6dae0a90881158c3461a52987a5b2a9fc767154d03ffc2f160a9d

Observation 0a2b5906-b9dc-4df5-9654-39b7b45b11da · outbound

This paper cites Malinin, A.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Malinin, A

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:55.225893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:55.225893Z digest=sha256:3946bb96dab92c2300aefb2fdfc320cd01b92b97349f4e2a1cc98939d0da91b1

Observation 254236e6-77db-4938-8f57-8881a1e499c0 · outbound

This paper cites Meinke, A.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Meinke, A

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:55.456734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:55.456734Z digest=sha256:abfb42260ea7c819afe2a94d607d639e1c4e36a2e85b22e3d0e0c755a7b10739

Observation 82ddaf27-a6de-4043-b1f4-884ade239e02 · outbound

This paper cites For example, in OpenML Saito et al.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics For example, in OpenML Saito et al

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T11:13:00.725057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:13:00.725057Z digest=sha256:dad781c6e2108a167f728c25c926f337713bcd25ede454c0e538e1900fe46dec

Observation f1b4ff0c-b9d4-48cb-8c28-f0a94859604a · outbound

This paper cites A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:56.159761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:56.159761Z digest=sha256:5e8717c651a60b268a41291983755164138013d6cfc196157a050fc3ccb3a15d

Observation cb2219ba-a701-4a7f-ac7b-11ce78d618d5 · outbound

This paper cites Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:54.776796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:54.776796Z digest=sha256:5dbf2cb2b82e38bcea2fa0cbf0351028e1b7816eabb736ff4b9c328be2e69a02

Observation 3142f5a8-f52f-47af-821c-51714ab13347 · outbound

This paper cites Letouzey, F., Denis, F., and Gilleron, R.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Letouzey, F., Denis, F., and Gilleron, R

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:54.893445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:54.893445Z digest=sha256:a641c03428a0b478e239eff697dfaac51fa8b3e6fc26ed0569ef79a64cd9b1f8

Observation 207eddd3-65cd-4ad8-bf90-3f3cf353f013 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:54.627507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:54.627507Z digest=sha256:b7e5b9f6f4e62abe11bc5b84baeb8f7fad55a70b311366764f96b8e100bd24ee

Observation b76cf426-05cf-4519-a907-36a24e66b270 · outbound

This paper cites and Kim, H.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics and Kim, H

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:54.681940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:54.681940Z digest=sha256:00c9ab74510c637cfb9928418589da0463a4d93101fa973e09b9957f631d28c0

Observation b9fc1d90-3a43-4c87-87dc-4fee7d5ea9eb · outbound

This paper cites an unresolved cited work.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Unresolved cited work

Reference 512

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:59.283722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:59.283722Z digest=sha256:431c5496b95b49644bdeb11f00590b5c78ecf05689ee96503dbeb31a6e6fb716

Observation 1f28f0d9-e97d-4482-afca-0bdc600e0cd4 · outbound

This paper cites Table 3: Effect of hyperparameters ϵ and kon OOD detection.

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics Table 3: Effect of hyperparameters ϵ and kon OOD detection

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-04T11:12:56.422863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:12:56.422863Z digest=sha256:1c3a71ac27400cbc4672541a412218e3d1b09e5c30a58bc3010d5f02eeaf1595

Pith citing papers

No inbound Pith citation observations are available.