Paper Citation Record · LEDGER

Scaling Laws for Data-Efficient Visual Transfer Learning

As of 18 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2504.13219.

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

pith.paper-citation-record.v1
2504.13219 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:58.911693Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:21:29.450861Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T04:21:29.519982Z

Reference resolution

51 of 51 outbound references displayed

verified exact1
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6671c958-d1fb-4a9f-87ff-ee5298b32521 · outbound

This paper cites GPT-4 Technical Report.

Scaling Laws for Data-Efficient Visual Transfer Learning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.698014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d721f266-cc17-4366-a3d8-f8640496049f · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.499051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0fcf412-3baa-4645-b98a-de9a991747d8 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.485389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae30d699-70a2-4f30-a957-de9b0e4024e5 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.711823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86674293-12fe-4de1-beee-a85f0a1ec936 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.716283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b51ad03-b27a-40c5-a18e-dd672b546482 · outbound

This paper cites Distillation Scaling Laws.

Scaling Laws for Data-Efficient Visual Transfer Learning Distillation Scaling Laws

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.720593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e964eb9-8822-4554-b879-45aaa4c0eec6 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.457671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa7c1a87-7eb8-422b-b12a-97b10b837863 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.729548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b263eef6-5ff0-4b89-8e35-22d183c1d3f5 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Scaling Laws for Data-Efficient Visual Transfer Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.734435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46e57a4f-2702-46b9-86f6-c33ecedd78fd · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.738750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0443465-8b60-44dd-8e92-5a9911f4890a · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.430068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78f2423d-7307-447e-95e2-095e9d00a118 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.417606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 898b6e7b-1d31-475d-857b-40ef5d65c2c4 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.750864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01ad427b-95af-4047-a30f-4a35f725967a · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.396343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 12eb34bf-64fe-4ff0-ba94-598e780bfa28 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.758668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e0e36f-276b-4bd8-bb4c-8cd9eea309a7 · outbound

This paper cites Scaling Laws for Transfer.

Scaling Laws for Data-Efficient Visual Transfer Learning Scaling Laws for Transfer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.768469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ceb6ce-7a8c-4022-b29f-a0d9649fe76e · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.376028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b6c49409-b274-40a0-815e-ade6db3b3cd7 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.777056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16577e90-d290-4e19-afe5-fff9089d0ffd · outbound

This paper cites Scaling Laws for Neural Language Models.

Scaling Laws for Data-Efficient Visual Transfer Learning Scaling Laws for Neural Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.785857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c50143c-d9ca-4c47-9005-393f8d8d5f10 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.789960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee9edf1e-c135-4a69-8864-a8657e3e104e · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.793873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d516eb2e-7098-48a1-babd-52e4a511e996 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.797768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a947a6b-0bd4-42eb-8877-6ba6f19bbad9 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.801648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d1daa8-adea-4948-b006-b515a31b4c9c · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.805474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b292c28d-d43b-4b63-b85b-e4a1cae7e2eb · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.317586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81af8c57-beba-4d78-afa4-acebc2c0c225 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.304511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a71103cc-21cc-4784-bb1c-6c082e6ed58a · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.817154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f05db5e-750b-43ac-9530-abafcbfd4054 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.282770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08f1e719-8ecb-462b-867b-75cfca88136a · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.824734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c07d631a-6a80-403e-8412-f5faa5d191f8 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.261526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 341f7ebb-cdc2-49dc-8663-56a1f7570048 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.836830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1403fe4-d9d8-4f9a-8a30-1d8f5d8ab5fe · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.840699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5886c9a-09f4-4fd4-a09e-df4eb3d4aca8 · outbound

This paper cites A Constructive Prediction of the Generalization Error Across Scales.

Scaling Laws for Data-Efficient Visual Transfer Learning A Constructive Prediction of the Generalization Error Across Scales

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.844752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a004c222-3b1d-4c82-95ce-92719dd7e626 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.848785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee601ff-b779-406b-9990-e075bbad392e · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.215756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7adb5b11-ffe6-41da-8345-29bdf9f40c45 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.861266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a66595b5-5e2e-4042-9349-1fa6f99b0168 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.194819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 593d2079-8e75-417a-b188-4b0b3027ff18 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.873270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4929878b-29ea-416a-bafc-d5e75d632ab0 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.881883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e32a8009-e661-4491-babe-efdb9b213529 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.164345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cb828a39-0768-4b9c-ae03-0cd02bf8dd93 · outbound

This paper cites Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?.

Scaling Laws for Data-Efficient Visual Transfer Learning Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.869192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3102482-90f1-47d0-9767-d5660cf6c1e9 · outbound

This paper cites Billion-scale semi-supervised learning for image classification.

Scaling Laws for Data-Efficient Visual Transfer Learning Billion-scale semi-supervised learning for image classification

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.893949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e879ee63-8a82-45c9-be47-b528277ad29d · outbound

This paper cites Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers.

Scaling Laws for Data-Efficient Visual Transfer Learning Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.877688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306f2a96-a619-47f8-ad41-eb96b455f557 · outbound

This paper cites A Self-Supervised Paradigm for Data-Efficient Medical Foundation Model Pre-training: V-information Optimization Framework.

Scaling Laws for Data-Efficient Visual Transfer Learning A Self-Supervised Paradigm for Data-Efficient Medical Foundation Model Pre-training: V-information Optimization Framework

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:31:58.953743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cfa94ae3-1a28-4d4a-805d-c96b706675c6 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.124195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df23a79a-2c30-4f03-84c5-fe7bbd02f2d3 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.150999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 978b3e69-19a4-4ed2-838f-a9d132a8eff1 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.137347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e41df1a7-1b21-4cb7-8d98-7ad7e1743261 · outbound

This paper cites an unresolved cited work.

Scaling Laws for Data-Efficient Visual Transfer Learning Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:31:59.110668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ca28d92-e691-47cb-9f22-44d8ea414021 · outbound

This paper cites Scaling Laws for Autoregressive Generative Modeling.

Scaling Laws for Data-Efficient Visual Transfer Learning Scaling Laws for Autoregressive Generative Modeling

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.763853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ebe8c43-2931-435b-b7e3-360f7b05c1b4 · outbound

This paper cites Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers.

Scaling Laws for Data-Efficient Visual Transfer Learning Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.832770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 499e8698-8db3-43c5-b030-bc6ab48e1f8b · outbound

This paper cites Advances in Neural Information Processing Systems 35 (2022), 19523–19536.

Scaling Laws for Data-Efficient Visual Transfer Learning Advances in Neural Information Processing Systems 35 (2022), 19523–19536

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:58.852805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 33e40ebe-fad2-4432-b967-775f68d6f5f5 · inbound

Predictable Scale: Part II, Farseer: A Refined Scaling Law in Large Language Models cites this paper.

Predictable Scale: Part II, Farseer: A Refined Scaling Law in Large Language Models Scaling Laws for Data-Efficient Visual Transfer Learning

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:21:29.527003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.