Paper Citation Record · LEDGER

Identifying Bias in Deep Neural Networks Using Image Transforms

As of 12 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2412.13079.

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

pith.paper-citation-record.v1
2412.13079 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:29:40.910187Z

measured 47 of 47 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

47 of 47 outbound references displayed

verified exact0
verified fuzzy19
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17249375-b60e-4d78-a69d-2a066eab6132 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.711963Z

Source-reported events for the cited work

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Observation 7742c657-5bf3-47d7-afc8-2653d01ed75a · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.696053Z

Source-reported events for the cited work

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Observation ca1a13d2-8550-4bf4-b544-801303ddd1ff · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.680695Z

Source-reported events for the cited work

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Observation 5142a946-7e47-4187-a998-9ef944a67226 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 4

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Observation 6f10315a-5a57-482c-b381-47c92b058442 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 5

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Observation 419e7a96-d492-4d75-ac1b-8e3eda19b512 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 6

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Source-reported events for the cited work

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Observation 8345de17-3436-49a1-8493-b0577cbefb60 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.621486Z

Source-reported events for the cited work

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Observation bbd5cf3b-a32f-4ffe-9559-fe00dd6d9e77 · outbound

This paper cites T., Cooley, J.

Identifying Bias in Deep Neural Networks Using Image Transforms T., Cooley, J

Reference 8

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Source-reported events for the cited work

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Observation 12f878a8-cd42-4c6f-acd8-1678a94b36eb · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.590583Z

Source-reported events for the cited work

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Observation 1f674766-8be3-4889-8d04-703ffc656627 · outbound

This paper cites and Parker, M.

Identifying Bias in Deep Neural Networks Using Image Transforms and Parker, M

Reference 10

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Source-reported events for the cited work

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Observation 83f92402-bac6-4573-9ca2-ea32f1735032 · outbound

This paper cites and Shamir, L.

Identifying Bias in Deep Neural Networks Using Image Transforms and Shamir, L

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.561386Z

Source-reported events for the cited work

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Observation 703e9c20-7a2d-4d96-8e53-a155eb6828b0 · outbound

This paper cites and Shamir, L.

Identifying Bias in Deep Neural Networks Using Image Transforms and Shamir, L

Reference 12

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Source-reported events for the cited work

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Observation 8a76bf2f-76d9-4639-bdba-41f73c346cbd · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.540591Z

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 90cb7fc0-e3cc-476b-9b54-b74afdc9910e · outbound

This paper cites D., Jordache, A., Vasdani, M., and Deng, J.

Identifying Bias in Deep Neural Networks Using Image Transforms D., Jordache, A., Vasdani, M., and Deng, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.528020Z

Source-reported events for the cited work

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Observation db85da59-4f3e-4f4e-a2b6-1974edb9908c · outbound

This paper cites S., Belhumeur, P.

Identifying Bias in Deep Neural Networks Using Image Transforms S., Belhumeur, P

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.507431Z

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 e080c8c0-543a-404c-a933-68cf9cebdb6d · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.489243Z

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 48962955-1f1a-4a5a-97ee-c3f065454850 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.470691Z

Source-reported events for the cited work

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Observation 78973b18-d9d9-4923-9200-1399882eaefe · outbound

This paper cites and Ntoutsi, E.

Identifying Bias in Deep Neural Networks Using Image Transforms and Ntoutsi, E

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.450504Z

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 1fc5b019-aef8-45b0-8f62-38b2864cd705 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.435028Z

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 9cee3ab5-fe3e-468d-b738-83160426fff1 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.408075Z

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 d452aee4-d1e2-4037-b355-dca6087631c1 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.393489Z

Source-reported events for the cited work

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Observation 005f8f16-5e93-42fd-8fd0-ffda0bcf8499 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.373010Z

Source-reported events for the cited work

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Observation f04e3594-8003-495d-9916-82d91df4e90b · outbound

This paper cites M., and Miller, P.

Identifying Bias in Deep Neural Networks Using Image Transforms M., and Miller, P

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.353800Z

Source-reported events for the cited work

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Observation 4f9bf621-8f92-456f-9867-0722b9a9c253 · outbound

This paper cites and Shamir, L.

Identifying Bias in Deep Neural Networks Using Image Transforms and Shamir, L

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.338978Z

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 800c217e-d2fe-4bb8-81d2-809c14fd7172 · outbound

This paper cites A., Nayar, S.

Identifying Bias in Deep Neural Networks Using Image Transforms A., Nayar, S

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.321694Z

Source-reported events for the cited work

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Observation 08e6dba5-0f5e-46a3-a314-03bc07512ffb · outbound

This paper cites Opencv image filtering documentation.

Identifying Bias in Deep Neural Networks Using Image Transforms Opencv image filtering documentation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.301057Z

Source-reported events for the cited work

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Observation cfaca3ad-66e7-4e4b-a498-7a9ec4942754 · outbound

This paper cites and Zeebaree, D.

Identifying Bias in Deep Neural Networks Using Image Transforms and Zeebaree, D

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.280960Z

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 4b5a6998-63d1-41f4-b3e1-e437d5c2f093 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.265169Z

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 07560733-3770-4cec-ab5c-5a93de410397 · outbound

This paper cites Detecting Adversarial Examples in Convolutional Neural Networks.

Identifying Bias in Deep Neural Networks Using Image Transforms Detecting Adversarial Examples in Convolutional Neural Networks

Reference 29

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Source-reported events for the cited work

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Observation 9aa6ab94-6a14-4437-933e-74949e10cdfd · outbound

This paper cites Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias.

Identifying Bias in Deep Neural Networks Using Image Transforms Global Saliency: Aggregating Saliency Maps to Assess Dataset Artefact Bias

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:29:40.812280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bdafa11-37a6-4817-93c1-4f8ac4d5bd1e · outbound

This paper cites Pywavelets documentation.

Identifying Bias in Deep Neural Networks Using Image Transforms Pywavelets documentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.249538Z

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 2149bd7b-e47b-41c4-8af8-6bfa474c8142 · outbound

This paper cites A., Sathish, R., Pattanaik, M., and Venkataramani, R.

Identifying Bias in Deep Neural Networks Using Image Transforms A., Sathish, R., Pattanaik, M., and Venkataramani, R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.232502Z

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 b2bfff02-9467-4580-b896-096d386d71e3 · outbound

This paper cites L., Byttner, W., Krumnack, U., Wiedenroth, A., Schallner, L., and Shenk, J.

Identifying Bias in Deep Neural Networks Using Image Transforms L., Byttner, W., Krumnack, U., Wiedenroth, A., Schallner, L., and Shenk, J

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.210915Z

Source-reported events for the cited work

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Observation 9da964d8-be89-446b-b7ba-9b204583208f · outbound

This paper cites Effects of Degradations on Deep Neural Network Architectures.

Identifying Bias in Deep Neural Networks Using Image Transforms Effects of Degradations on Deep Neural Network Architectures

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d71b6da-2238-4a94-8054-18b920a27e1d · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.189298Z

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 41121063-e893-48b3-9a72-4bb834bd2c01 · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.174654Z

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 17080cc6-5417-4be7-b41f-000f602c3237 · outbound

This paper cites M., Bouneffouf, D., Muthusamy, V., and Varshney, K.

Identifying Bias in Deep Neural Networks Using Image Transforms M., Bouneffouf, D., Muthusamy, V., and Varshney, K

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.157760Z

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 8e831b19-ba66-4454-8e46-33c30844b320 · outbound

This paper cites and Benitez, R.

Identifying Bias in Deep Neural Networks Using Image Transforms and Benitez, R

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.140729Z

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 8b9e581e-deaf-4e88-9bba-9fb734e20f7d · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Identifying Bias in Deep Neural Networks Using Image Transforms Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:29:40.870682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68f81e0-93b9-4cef-adb2-efa5b7728258 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Identifying Bias in Deep Neural Networks Using Image Transforms Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:29:40.876120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341fbd01-d5b1-40c4-bffd-1a7c96d6694a · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.112294Z

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 04e5c43b-8c24-4142-a248-9839d9652e61 · outbound

This paper cites A Deeper Look at Dataset Bias.

Identifying Bias in Deep Neural Networks Using Image Transforms A Deeper Look at Dataset Bias

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T13:29:40.886016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c20f63e-54b5-4507-8b97-2762bd5cf56e · outbound

This paper cites and Efros, A.

Identifying Bias in Deep Neural Networks Using Image Transforms and Efros, A

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.097209Z

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 01aa4e22-182c-4dbb-ba71-82b0cffb7614 · outbound

This paper cites K., and Zhu, A.

Identifying Bias in Deep Neural Networks Using Image Transforms K., and Zhu, A

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.083276Z

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 23a9d536-ba34-49d4-8cb8-c562935936af · outbound

This paper cites black box.

Identifying Bias in Deep Neural Networks Using Image Transforms black box

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:29:41.070727Z

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 fb296d93-8bd8-4ed5-8192-aefdc036076d · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.057351Z

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 379248fc-5680-4ba9-9e36-c60abd32862f · outbound

This paper cites an unresolved cited work.

Identifying Bias in Deep Neural Networks Using Image Transforms Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:29:41.042816Z

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.

Pith citing papers

No inbound Pith citation observations are available.