Paper Citation Record · LEDGER

Navigating Label Ambiguity for Facial Expression Recognition in the Wild

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2502.09993.

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

pith.paper-citation-record.v1
2502.09993 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:51:41.219289Z

measured 42 of 42 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 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

42 of 42 outbound references displayed

verified exact0
verified fuzzy4
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ca4bf749-b5d4-4354-b408-c4f3eef09df7 · outbound

This paper cites S.; Maharaj, T.; Fischer, A.; Courville, A.; Bengio, Y.; et al.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild S.; Maharaj, T.; Fischer, A.; Courville, A.; Bengio, Y.; et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:51:41.653660Z

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 c4f51c31-d4a0-4d94-bd5e-8140667e6dfd · outbound

This paper cites C.; and Zhang, Z.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild C.; and Zhang, Z

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:51:41.642746Z

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 f607c5e4-6c82-475c-9691-b27d52bea25c · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.631468Z

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 217e6a4e-ba82-4234-92fc-15ec51ee55cd · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.618936Z

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 6f0cc900-374b-4436-8c64-bc351f8393bf · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.607350Z

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 92e4a8c3-f8fc-47a3-bffd-5291dbea1910 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.596076Z

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 f81bd607-eb76-4f23-8a85-78529e55862a · outbound

This paper cites J.; Erhan, D.; Carrier, P.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild J.; Erhan, D.; Carrier, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:51:41.586308Z

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 c482f99a-7a44-40f4-8d2e-bdb8118261c5 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.576940Z

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 1bfecda1-e2c9-45a8-bfcc-86b2b5360a81 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.114658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65459b5-86cc-4632-80a1-1c09d9a0e656 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.118150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7cdec9-74b7-47f1-869b-3496a693c45d · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.554820Z

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 7db618e9-4fa2-405e-a76d-d00f8b8dd5e7 · outbound

This paper cites Decoupling Representation and Classifier for Long-Tailed Recognition.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Decoupling Representation and Classifier for Long-Tailed Recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.125413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e0461bb-0ba6-43bb-86aa-8ba830719e45 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Adam: A Method for Stochastic Optimization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.129281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f3362b0-d898-4721-bbb3-099d6a85d1be · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.545088Z

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 e70fa0a3-5b2a-40c3-8f69-61b7bf1002af · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.535535Z

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 9861d039-6f20-454a-93d9-946f68a90952 · outbound

This paper cites An Exponential Learning Rate Schedule for Deep Learning.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild An Exponential Learning Rate Schedule for Deep Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.138639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d999e40-b1b1-44c0-bfaf-20acabea7d8c · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.141531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7bf416b-c443-475c-9261-bdd235cef1c6 · outbound

This paper cites when to update.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild when to update

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T19:51:41.519282Z

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 af708d1e-5a2c-4087-96be-8b37c1973057 · outbound

This paper cites POSTER++: A simpler and stronger facial expression recognition network.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild POSTER++: A simpler and stronger facial expression recognition network

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.147130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4777f60e-3034-4042-bc14-1538a14b934a · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.510273Z

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 e181ba46-9482-4c6e-ba84-f728a02faf60 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.499621Z

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 d7f0c731-2961-42d9-8937-839227f11c1c · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.488597Z

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 d8062ebd-1e97-4eec-97da-f435e86315f3 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.478226Z

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 eb54a09b-b436-4eda-b7ad-497fb256854b · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.466962Z

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 292af2a1-f783-4d66-bdd8-5c1111d6709e · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.455996Z

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 e2b31b8c-ff31-49c8-9144-a27345e55fb9 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.444674Z

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 e0d52dbb-ae6e-4b44-8a0a-27b7acab8a92 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.169899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb063d9e-04d3-47a2-9716-d63d8268c63f · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.427197Z

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 0bcaf117-1dfc-4175-a6e9-2030b60c6db0 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.415831Z

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 952c7c61-d6bc-49b2-8eab-8887a67fad1e · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.403899Z

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 d57d6654-f37c-412e-9abc-978a8c674ff4 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.393345Z

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 35d941f9-7636-4f72-8273-eb93274c0cfc · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.381510Z

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 635a3391-daf7-41ee-99e0-5a87928df82f · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.370672Z

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 70eb9aa4-779f-4120-8c2e-02c0bed309fb · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.359690Z

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 feec83a9-51ee-4301-9bdd-59020e2b4285 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.348756Z

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 badfd4a7-5c94-4263-bada-6a58939dcc1d · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.339856Z

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 7166270e-0f4b-475e-910f-8427669d9d23 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.330573Z

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 5117f1cd-6771-477e-9270-b535af0d1209 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.319574Z

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 a5c5acaf-0557-497a-9128-15f0bac17af0 · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T19:51:41.308432Z

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 7068258a-f0b1-4f86-9776-47769651392f · outbound

This paper cites an unresolved cited work.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.211917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8b01de-6b25-4b64-9564-3d76722afbf6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild , " * write output.state after.block = add.period write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.215334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf8d0435-c049-4741-bee8-93b520d8f466 · outbound

This paper cites write newline.

Navigating Label Ambiguity for Facial Expression Recognition in the Wild write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T19:51:41.219289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.