Paper Citation Record · LEDGER

Learning Causal Transition Matrix for Instance-dependent Label Noise

As of 12 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2412.13516.

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

pith.paper-citation-record.v1
2412.13516 v4

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:09:28.269272Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

54 of 54 outbound references displayed

verified exact0
verified fuzzy1
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b814fe3a-7f3e-4e26-9a01-c4b0f0aea8b3 · outbound

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

Learning Causal Transition Matrix for Instance-dependent Label Noise , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:27.985414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874928f2-1216-41db-8e2a-d8c1b11de99e · outbound

This paper cites write newline.

Learning Causal Transition Matrix for Instance-dependent Label Noise write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:27.990699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a3a433-1b4d-47ce-9d44-f205f181d7a4 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.222497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f8df71a-2cbe-4bb9-a99b-7a1eabc5be8a · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.204266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ebdbcc9a-8b89-4d78-9c53-6de6e6660647 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.184740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 68bef090-9d38-494c-9439-23e0e114f855 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.168569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5f2a997e-830f-4840-88c3-0efa41201b1f · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.152959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4e16a92-bc49-4ff1-b2ab-dd6621ec0f08 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.136912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87a4aae1-0bbb-43a0-98cf-3217088a4e5d · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.118910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c1c94b89-269b-40f8-b081-a9e4656815ab · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.101137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 533b2f6b-6191-47cd-9ce8-b7c49812dd78 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.042641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d627962e-de30-4537-9378-50e99db5e8ed · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.048279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d068a19-0888-4605-9dc8-fbbb813fe95c · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.053606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af0e2b4-a1b9-4998-880f-87f19dbf8716 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Learning Causal Transition Matrix for Instance-dependent Label Noise Adam: A Method for Stochastic Optimization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.059453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf08677e-3ff7-4b72-83b9-eb010dacc993 · outbound

This paper cites Auto-Encoding Variational Bayes.

Learning Causal Transition Matrix for Instance-dependent Label Noise Auto-Encoding Variational Bayes

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.065254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f13f0b-298c-46e2-a885-efa01f1e6ddb · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.070428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c97b8d3d-63fb-456b-b8b2-5f87a9f6189d · outbound

This paper cites DivideMix: Learning with Noisy Labels as Semi-supervised Learning.

Learning Causal Transition Matrix for Instance-dependent Label Noise DivideMix: Learning with Noisy Labels as Semi-supervised Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.074911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097a9962-e27a-4955-b1b4-ac4ea362040a · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.045905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation aeb9ded8-c341-4a42-baa8-54b8d7dceb90 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:29.022665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8d079e36-78ca-4f4e-b73d-97c44341f5ba · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.090197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff9d9633-b7b6-4eca-9119-7d35ad27647b · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.983743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 132f8ce2-1495-4056-96d5-28d2053051e2 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.101119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60d0701b-0bec-4f68-abf8-d1bbda55cb45 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.959484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4fe40700-84c7-4e6f-8186-862776eaabff · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.944477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf5bda65-4c7b-438b-91d2-834bf1694b19 · outbound

This paper cites S.; Ravikumar, P.

Learning Causal Transition Matrix for Instance-dependent Label Noise S.; Ravikumar, P

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:09:28.926049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ef517887-6ccb-43d3-b868-857d8278760d · outbound

This paper cites SELF: Learning to Filter Noisy Labels with Self-Ensembling.

Learning Causal Transition Matrix for Instance-dependent Label Noise SELF: Learning to Filter Noisy Labels with Self-Ensembling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.122143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e048dff-959b-4aea-a6f0-7ca6c250b2bd · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.900329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cbaa3118-a670-46bf-91b5-6d84091c91e1 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.883246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d71ae55b-beed-47e7-b43c-3caab8a9e3b7 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.137800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 947c8ba2-1eb0-4be8-8592-cca11f588e60 · outbound

This paper cites S.; and Barto, A.

Learning Causal Transition Matrix for Instance-dependent Label Noise S.; and Barto, A

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.142384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3adbb56d-3ae8-450b-a2c3-b45cc881d9b4 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.850567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 04781ae3-f964-4a2b-b656-ff37b7464f55 · outbound

This paper cites Combating Label Noise in Deep Learning Using Abstention.

Learning Causal Transition Matrix for Instance-dependent Label Noise Combating Label Noise in Deep Learning Using Abstention

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.151927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a496bd-4aa6-49d3-8258-426af826b757 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.834617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5d475003-1e77-4de8-b90f-61f848b6378a · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.817775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e36ac4ff-b99d-4adc-be50-1f160a7d4ad0 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.164490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee9c6680-d9fb-4f83-89b5-772641e3e2df · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.169283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a921c3f-9bd0-43b4-8838-317c1fd35399 · outbound

This paper cites Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations.

Learning Causal Transition Matrix for Instance-dependent Label Noise Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.173285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa6d888a-ca29-47e7-8d51-8b1213b9a35b · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.774080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d65d9aeb-2f95-428b-ba02-864dee2f24ee · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.756982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 40badf6c-dfc9-4248-9fe0-2c20cb97150c · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.725778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4684309a-9b8c-4b78-bd90-deb57fff1148 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.699696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d3e0e94a-36f4-4490-9ca6-5eabb5472376 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Learning Causal Transition Matrix for Instance-dependent Label Noise Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.201191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce8c7124-307f-42b9-9d83-899745f567fe · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.681247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3bc07d96-e6a4-4ac7-a297-281e6af59b55 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.658769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea3791cf-3d76-46a1-a51a-48780885e385 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.640028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4a46aac-d011-479f-9457-0d3aaa0ce5d2 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.623645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0e0ef0d3-b837-45d4-b3d8-3976d4880324 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.602824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3fa58a21-e39b-449c-9a0a-a8f7e3702c2f · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.586504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e37449c8-3ff8-4966-865a-12bebecc7d41 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.558350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e00067b3-d6dc-4867-95e0-db7fa1d96b35 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.533538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 15a2a5c2-29e2-485c-ae74-d89b6d76203a · outbound

This paper cites N.; and Lopez-Paz, D.

Learning Causal Transition Matrix for Instance-dependent Label Noise N.; and Lopez-Paz, D

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.253326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f453519-c1d9-4f20-a0b2-66698f202a49 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.498342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02cf9e3e-a73a-4224-9aa9-8289e59819a3 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:09:28.476770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0b88723-0d77-4417-ac91-ad6e93024e49 · outbound

This paper cites an unresolved cited work.

Learning Causal Transition Matrix for Instance-dependent Label Noise Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T13:09:28.269272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.