Paper Citation Record · LEDGER

Combating Semantic Contamination in Learning with Label Noise

As of 22 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.11620.

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

pith.paper-citation-record.v1
2412.11620 v3

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:49:46.034454Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy12
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2338705-d458-406d-b6cf-72a119db4808 · outbound

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

Combating Semantic Contamination in Learning with Label Noise , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.900282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37afcda0-142a-464b-9cb6-b51ed33a40d1 · outbound

This paper cites write newline.

Combating Semantic Contamination in Learning with Label Noise write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.903814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5120b4cb-20b1-4743-a78f-5156a4200267 · outbound

This paper cites S.; Maharaj, T.; Fischer, A.; Courville, A.

Combating Semantic Contamination in Learning with Label Noise S.; Maharaj, T.; Fischer, A.; Courville, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.363427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation deffdf8a-d6bc-4859-a689-7a81aba1f8ed · outbound

This paper cites J.; Papernot, N.; Oliver, A.; and Raffel, C.

Combating Semantic Contamination in Learning with Label Noise J.; Papernot, N.; Oliver, A.; and Raffel, C

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.356335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6dbb233b-7968-43dd-a400-7831724b342a · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.349104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6f7841b3-0caa-4733-a9f4-e8ae8256cbd6 · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

Combating Semantic Contamination in Learning with Label Noise YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.916280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9dc754-2391-49fd-817f-c876db8843a0 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.341281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0ecb73b3-a879-4e65-bf1c-c5ada7a9f4b3 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.332845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea9a8d52-ff91-49de-aa37-ce2d15b14761 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.324881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b902cc3-2ea2-4d86-aff3-d63d4b4540eb · outbound

This paper cites D.; Zoph, B.; Shlens, J.; and Le, Q.

Combating Semantic Contamination in Learning with Label Noise D.; Zoph, B.; Shlens, J.; and Le, Q

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.316763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c77193d5-63a0-49f1-aba0-ae3454927b41 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.308197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 62e6c382-fa91-47a8-a710-fd1d10f9f8af · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

Combating Semantic Contamination in Learning with Label Noise Improved Regularization of Convolutional Neural Networks with Cutout

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.936153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1850acdc-9064-4944-93d1-78339dfbb316 · outbound

This paper cites W.; and Sugiyama, M.

Combating Semantic Contamination in Learning with Label Noise W.; and Sugiyama, M

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.300903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0fc1ae08-aa28-4b3f-9b2c-1877ba87b656 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.943196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b24557e2-292a-4c81-8c07-2a19e1614e8b · outbound

This paper cites J.; and Fei-Fei, L.

Combating Semantic Contamination in Learning with Label Noise J.; and Fei-Fei, L

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.288412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc160b67-f6c4-4f81-8d9d-b5701fef2437 · outbound

This paper cites N.; Rahnavard, N.; Mian, A.; and Shah, M.

Combating Semantic Contamination in Learning with Label Noise N.; Rahnavard, N.; Mian, A.; and Shah, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.279487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aa3a4072-3a5a-4825-a5c0-15e013b0a5cd · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.270496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1d23d23-ad75-48e8-b5fa-635df73c6312 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.954326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e355f4-c535-430a-9477-4f372328a6c7 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.259334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e09ce9e6-abfa-4413-8886-8000758eb973 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.252208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ad9f3986-1d7e-4426-b595-3708eca96e45 · outbound

This paper cites WebVision Database: Visual Learning and Understanding from Web Data.

Combating Semantic Contamination in Learning with Label Noise WebVision Database: Visual Learning and Understanding from Web Data

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.962587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4d4385-95ef-406b-9d69-4ded25be492f · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.245191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c71c527-968e-49a9-95a6-fa53be3cfdec · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.237585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46ca1f90-50bb-4f31-8110-4e716b5298aa · outbound

This paper cites M.; and Bailey, J.

Combating Semantic Contamination in Learning with Label Noise M.; and Bailey, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.230306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2bd001a5-db4d-44ed-a606-dfaaf1d539b6 · outbound

This paper cites when to update.

Combating Semantic Contamination in Learning with Label Noise when to update

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.223351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 273cb51c-5604-4be5-a1bf-408477bde0e5 · outbound

This paper cites T.; Romdhani, S.; and Chen, L.

Combating Semantic Contamination in Learning with Label Noise T.; Romdhani, S.; and Chen, L

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.216467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d458dd2-c1f3-4248-9db7-94b0c854c273 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.209500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b62f5c0-5e72-4bfa-a9a9-67e507253d60 · outbound

This paper cites R.; Tian, J.; Chai, S.; Lin, Z.; Vasudevan, A.

Combating Semantic Contamination in Learning with Label Noise R.; Tian, J.; Chai, S.; Lin, Z.; Vasudevan, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.202404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2019e3f7-323d-4743-ad08-86e490f99a41 · outbound

This paper cites D.; Kurakin, A.; and Li, C.

Combating Semantic Contamination in Learning with Label Noise D.; Kurakin, A.; and Li, C

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.195194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bc48db94-e559-4681-bb90-7fe1f290e928 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.188201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5da93d49-a8e0-4c82-a85b-c459f5290a23 · outbound

This paper cites Learning from Noisy Labels with Deep Neural Networks: A Survey.

Combating Semantic Contamination in Learning with Label Noise Learning from Noisy Labels with Deep Neural Networks: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T14:49:45.992332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3feb2ca-4736-45f2-ade1-ad91fc86c360 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.181188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c32d4b0-06f7-4295-bd07-1c8aadde27f0 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.174076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5373935d-9a67-4139-aa44-e24a03f09eb4 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.167082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60a54e41-45c2-425b-8c27-3c74ceee75df · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.159745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2c41b882-d5e2-4875-8362-5e26b335c1a6 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.152476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb51086c-579e-4e77-a45f-174198da4c72 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.145182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09a86712-085a-4c2f-af59-523d55bc91aa · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.137768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ad6de8b-6a21-4e16-8d6b-20f1733c4980 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.130647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb7f19da-4895-4670-b17e-45c4c3ae6b0e · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.122541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e3d90eb3-4938-42ad-9cd6-4e33f48a2672 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.113787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d4edb02a-52df-408d-ac4f-7b80f2e109ba · outbound

This paper cites W.; and Sugiyama, M.

Combating Semantic Contamination in Learning with Label Noise W.; and Sugiyama, M

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:49:46.105490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c54b0863-dd43-4980-b49e-9005b13a896b · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.096824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6275fb1c-91de-4bdf-b56e-12211be2766f · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.089114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a9002a2-af01-4843-a887-f881e212b7c1 · outbound

This paper cites an unresolved cited work.

Combating Semantic Contamination in Learning with Label Noise Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T14:49:46.080939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.