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Paper Citation Record · LEDGER

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.20799.

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

pith.paper-citation-record.v1
2412.20799 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:14:41.825691Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f771e96b-dbb5-467e-a3d7-1c6ed591a9d2 · outbound

This paper cites Branwen and S.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Branwen and S

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.325098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.678686Z digest=sha256:f64ddaf7dd4f41ab910509040548144b8a523d23ef5ac7be947df16df8f8aff2

Observation 7be08fa0-9842-4815-b329-46991558f7c0 · outbound

This paper cites Westerlund, ”The emergence of deepfake technology: A review,” Technology Innovation Management Review , vol.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Westerlund, ”The emergence of deepfake technology: A review,” Technology Innovation Management Review , vol

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.313188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.698489Z digest=sha256:001e98ac384974af5732374c577d96a285dc2491b8a0738162b7bda6d24a6917

Observation f91abea0-6204-4aab-8b83-fca2ac270160 · outbound

This paper cites Vincent, ”Watch Jordan Peele use AI to make Barack Obama deliver a PSA about fake news,” The V erge, vol.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Vincent, ”Watch Jordan Peele use AI to make Barack Obama deliver a PSA about fake news,” The V erge, vol

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.301690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.703390Z digest=sha256:25387f209fe0c3f839e6e5c88e2e32f249780afd9fe31478c004350f914a8245

Observation 91d2957e-9b54-4643-acce-c7f61a1ce178 · outbound

This paper cites Suwajanakorn, S.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Suwajanakorn, S

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.264231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.709164Z digest=sha256:b681e92d886120b5aaafa02a6db0a083c1f052e9ce9be6d8fa5b8b81c63675fb

Observation 983a4292-b8c1-4acd-93d1-8022ad30d445 · outbound

This paper cites Fallis and K.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Fallis and K

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.253251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.713541Z digest=sha256:b5be97f788bb83d76925ebad5fc5501df9e027d8d8be40fb1f0db95e3d191f93

Observation de61d67b-4c9b-4b36-85e0-c2b61b471d82 · outbound

This paper cites De Ruiter, ”The distinct wrong of deepfakes,” Philos- ophy & Technology, vol.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks De Ruiter, ”The distinct wrong of deepfakes,” Philos- ophy & Technology, vol

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.243300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.717452Z digest=sha256:ceacc0230401a828d3ff31aa30c9158388659e9ad602d7ca320b2eea18059ed6

Observation 7fc5934f-5ffc-46d4-a19b-0630ca1b4fb9 · outbound

This paper cites Vaccari and A.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Vaccari and A

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.231196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.721866Z digest=sha256:14eee48f3c124ee6a9d79b5b54e0a2fde56d4e2421fb22c480a32459b8ec9c72

Observation 03c16fbf-c6a1-4747-abe0-cbe4e7abc366 · outbound

This paper cites Afchar, V.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Afchar, V

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.220300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.727489Z digest=sha256:7850a914f5fcd38a14bb315396046542e15b4f3fc7492bb87fe12a849add8aef

Observation 1462f63a-e356-4026-8026-4703b4b0a2e2 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.209615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.731304Z digest=sha256:1278ef74ec7fb9a716e8f3858666f4e55b901a990f0310f61852fff893444d52

Observation da2031dc-e44b-40d2-a19e-702e148c08fa · outbound

This paper cites Rossler, D.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Rossler, D

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:14:42.195953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.735328Z digest=sha256:57abafd97422f355ee798f765818c53cf88e09d01a8b980918f2bfe5f88550da

Observation 8e49f33c-20c0-482f-a726-08774dad38ff · outbound

This paper cites EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T23:14:41.739729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:14:41.739729Z digest=sha256:e015daa1e154fcb0f884d4b97fa0b4af4035868f5003dfe0141b2e0657581f15

Observation 40973e00-f085-4d58-a181-b41f1bb27238 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.184298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.744790Z digest=sha256:aae41fd5ad07f79697a93a6957183303e359974e6a2c93f6adedebe2f19314e9

Observation 6c2c4f3c-1cb0-43d9-bc27-da8ab6f9019a · outbound

This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Exposing DeepFake Videos By Detecting Face Warping Artifacts

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T23:14:41.748704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:14:41.748704Z digest=sha256:b2de2c8ae10fe150f0a8f60750eead9db4d3ba86e63865ff9d2921223be0587f

Observation 0fd2f925-3ff9-454b-8a38-df3c47726ecc · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.171612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.752939Z digest=sha256:1a0c95fb48a92699dfaf0b9f7037ee6ffdb986db83c4a50f98772e199d797538

Observation 198f8f0f-50c0-44cc-ac7a-72bd4622d7bd · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.159549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.756344Z digest=sha256:c43cb965f1a77e227844af3c66abdc71bbfb3413e80e67b59ff4130b8b809211

Observation a543b655-5b6b-4efc-a6eb-e6435891692b · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.147151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.760217Z digest=sha256:6012553ac1793df7e979e219922738187be0d93b84c17dca735b158ac413df2d

Observation 276a7a65-5df9-4f47-a1b5-3f411eea907a · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.133288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.763751Z digest=sha256:8ca039c76d2bed0e0c9bae6896de484a3f5170cef3548328cf57999767cc5897

Observation 3d91f6bc-b1bb-4317-bc6a-93256732bebe · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.120577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.767985Z digest=sha256:5fe934fae2d73251b9640968a2d44ab63a1cd5239bf42a0798bc9819c787b5f5

Observation 350efb72-01df-423e-adb7-3d67423bbaea · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.108699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.772054Z digest=sha256:2218229296cdc044897f40b084825365e6e02c63dd68ddde05f65f228f6cb032

Observation 5565f8fb-750c-4093-996d-bd476ff94949 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.095456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.775548Z digest=sha256:c7bbd115b9b6e49039a1cabf95b42d118c3d1467dc1b1c23ca0406fc23a513da

Observation 66c6f53a-63d9-42ce-9fdb-15dd01a0bdf9 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.083237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.779018Z digest=sha256:36ca06468fbe4159742ab6d9bb7daf76bbecf124ba1e6439e1b5f3823cf59fbb

Observation 71cf694a-ccfb-4ce6-870b-90ab805e323d · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.070934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.782945Z digest=sha256:63414505a88ee1a5cd14411f222541f50d97a5d70b67c6e1f27b437b4770981a

Observation 4bcee6ae-36f6-4805-a510-d88652415611 · outbound

This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T23:14:41.795810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:14:41.795810Z digest=sha256:87d8fa9478666a2af08c34f1948201ea81e6ae9499694c6237c43d631b9ada88

Observation d9013443-3426-4478-8301-f9111ad76279 · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks The DeepFake Detection Challenge (DFDC) Dataset

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T23:14:41.817321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:14:41.817321Z digest=sha256:555c1f35289e4c95a78d7f7f192d59c336044f84f8c7d889b6f3b5910e1f483e

Observation c8ceb868-329a-450d-a4e8-160b7609beb1 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.059086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.821612Z digest=sha256:c458586d29699e6db7324f9914fd8f10f1c2b45288d74f8dbe1e8538443f255f

Observation c75b579d-e5d8-4bb5-b43e-cc5c0d001860 · outbound

This paper cites an unresolved cited work.

SFE-Net: Harnessing Biological Principles of Differential Gene Expression for Improved Feature Selection in Deep Learning Networks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:14:42.040000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-10T23:14:41.825691Z digest=sha256:e44de17522cb97eb8334b7fd1e6bca69405a3520bd31327c3c7778ec2c0795ee

Pith citing papers

No inbound Pith citation observations are available.