Paper Citation Record · LEDGER

Neural network task specialization via domain constraining

As of 21 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2504.19592.

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

pith.paper-citation-record.v1
2504.19592 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:52:49.551342Z

measured 37 of 37 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

37 of 37 outbound references displayed

verified exact6
verified fuzzy2
unresolved23
parse uncertain0
malformed identifier6
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 655c53c4-dec3-4ed7-9dd2-c25036f45094 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Neural network task specialization via domain constraining Distilling the Knowledge in a Neural Network

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.407926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac42b55-c55b-4f30-8c4e-4ca6095e6d63 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:50.259795Z

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 d36e2ae4-3b27-48d6-a09a-adf96eb7f245 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:50.247840Z

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 289c13d6-f931-4f60-b6ba-0325597c706e · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:50.233100Z

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 b7cf7fd8-8a20-4cee-82e6-0de13ded3144 · outbound

This paper cites Biedenkapp, H.

Neural network task specialization via domain constraining Biedenkapp, H

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.424919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e5dafe9-58b0-47f1-98b4-5e2de1acf20f · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Neural network task specialization via domain constraining Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.429148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc9b153-141a-43c1-b9ee-5b8b5ab2dc41 · outbound

This paper cites Agarwal, A.

Neural network task specialization via domain constraining Agarwal, A

Reference 7

Resolution: verified exact; doi, observed 2026-08-16T05:52:49.851794Z

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 e8fdc806-f8db-4c36-91d1-1175e627c25a · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 8

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T05:52:49.839765Z

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 c98d3bd2-4712-4331-bd3f-848a97db7226 · outbound

This paper cites Dataset Distillation.

Neural network task specialization via domain constraining Dataset Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.441215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2fe9cd-6941-42e7-8e68-a925ec9d1aaf · outbound

This paper cites Malashin, Extraction of object hierarchy data from trained deep- learning neural networks via analysis of the confusion matrix, J.

Neural network task specialization via domain constraining Malashin, Extraction of object hierarchy data from trained deep- learning neural networks via analysis of the confusion matrix, J

Reference 10

Resolution: verified exact; doi, observed 2026-08-16T05:52:49.817951Z

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 91a98fc3-cef4-461a-b188-b8bef69df741 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:50.220766Z

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 aff92adb-7838-4842-8aad-f8b1c3845f05 · outbound

This paper cites Arpit, S.

Neural network task specialization via domain constraining Arpit, S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.453221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e66fcfd-6cc6-4fa8-99f3-2388979eec44 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.456851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 107a0113-f1ce-4b44-980d-f46841fa5ebc · outbound

This paper cites Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy.

Neural network task specialization via domain constraining Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:52:50.098192Z

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 83082ef3-4000-4003-b9ee-7a39907a7a95 · outbound

This paper cites How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition.

Neural network task specialization via domain constraining How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:52:50.080586Z

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 7f6495e7-faac-437a-8d01-b6d3154ea4a4 · outbound

This paper cites Conditional Computation in Neural Networks for faster models.

Neural network task specialization via domain constraining Conditional Computation in Neural Networks for faster models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.468817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fbaf958-7696-42a2-bb31-4d7072376be9 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:52:50.208831Z

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 e0aac7b8-1826-4440-9844-f7c6281969f6 · outbound

This paper cites Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity.

Neural network task specialization via domain constraining Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.480635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fb44ae8-7558-427a-b060-8dc3ce7f5184 · outbound

This paper cites Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models.

Neural network task specialization via domain constraining Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.484653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084904fb-1d77-44f3-bb3a-a3da67a7ea7d · outbound

This paper cites Bolukbasi, J.

Neural network task specialization via domain constraining Bolukbasi, J

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.488765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64086516-d96f-4dc2-b5f5-d5b1d8d14d25 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 21

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T05:52:50.063620Z

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 3e22069e-ecbd-4562-9998-d12a5b11fbb0 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 22

Resolution: verified exact; doi, observed 2026-08-16T05:52:49.746360Z

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 13b0ffd8-fdc3-474a-aced-363c9d1bb455 · outbound

This paper cites Shelepin, N.

Neural network task specialization via domain constraining Shelepin, N

Reference 24

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T05:52:49.734310Z

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 9a029a04-c209-4cdb-9760-0daa4550de92 · outbound

This paper cites Zhuge, H.

Neural network task specialization via domain constraining Zhuge, H

Reference 25

Resolution: verified exact; doi, observed 2026-08-16T05:52:49.720607Z

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 45c43f90-be36-431d-9ff7-8870a46c5c2a · outbound

This paper cites Russakovsky, J.

Neural network task specialization via domain constraining Russakovsky, J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.510316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15f25f4-7345-4369-b096-34bb3c828f20 · outbound

This paper cites Howard, M.

Neural network task specialization via domain constraining Howard, M

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.514236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 099ae0be-2d61-4a1a-bfd6-b66b03fb0ebb · outbound

This paper cites Hinton, N.

Neural network task specialization via domain constraining Hinton, N

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:50.196552Z

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 8617a8c2-e5ed-46da-96a4-50e5a03a6ad8 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Neural network task specialization via domain constraining Adam: A Method for Stochastic Optimization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.521580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d0e7885-479c-4f22-8604-4b6dfd51aa1f · outbound

This paper cites Fellbaum, Wordnet, in: Theory and applications of ontology: computer applications, Springer, 2010, pp.

Neural network task specialization via domain constraining Fellbaum, Wordnet, in: Theory and applications of ontology: computer applications, Springer, 2010, pp

Reference 30

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T05:52:50.183984Z

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 63e79886-f2b3-4fb5-b9a9-7113999966be · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Neural network task specialization via domain constraining UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.529004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfa92259-eeb8-4585-99be-e0c6a3927d1d · outbound

This paper cites Similarity of Neural Network Representations Revisited.

Neural network task specialization via domain constraining Similarity of Neural Network Representations Revisited

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.532566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb787bd2-036a-4190-9cd1-ff661ac9bcf9 · outbound

This paper cites Jocher, et al., ultralytics/yolov5: v3.0 - third release, 3, 6 (De- cember 2020).

Neural network task specialization via domain constraining Jocher, et al., ultralytics/yolov5: v3.0 - third release, 3, 6 (De- cember 2020)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:52:50.170970Z

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 9809130a-8a7b-4e43-ad81-aceb7d1cbdf7 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-16T05:52:49.540326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69cd3b63-30b2-46b1-81ac-9caeda056bfd · outbound

This paper cites Everingham, L.

Neural network task specialization via domain constraining Everingham, L

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.544324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f09485d8-013d-42a4-8be9-006855fd6bd7 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.547932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3886983f-1670-45a1-849d-ed7cde51e2b5 · outbound

This paper cites Structural analysis of images of 3-D scenes.

Neural network task specialization via domain constraining Structural analysis of images of 3-D scenes

Reference 37

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T05:52:49.585634Z

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 ec67dcc8-fc03-4f57-aaae-71c888dc23e0 · outbound

This paper cites an unresolved cited work.

Neural network task specialization via domain constraining Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-16T05:52:49.476640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.