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Paper Citation Record · LEDGER

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance

As of 21 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2505.01016.

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

pith.paper-citation-record.v1
2505.01016 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:32:41.802596Z

measured 33 of 33 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:27:54.212216Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:27:54.412881Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dfec49e7-b4c6-4602-9d8d-cec858bdb39b · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.386623Z

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.

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Observation 7ddf1284-81e4-45e1-8af7-49ccac207ed9 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.367859Z

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.

source=pdf_text observed=2026-08-16T04:32:41.655166Z digest=sha256:6643c6ff5aa636c76c6b527e6198687ce6aa8bcb702c04aabee8e983e6084efe

Observation 27f9d4f4-b9f5-48ba-bdf9-51e7e97895e0 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.346908Z

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.

source=pdf_text observed=2026-08-16T04:32:41.660170Z digest=sha256:51758e1aef48c3ab35df727aebe8d7495e7a632eafb49e2dabe6d7fffb7d4e20

Observation 9ba722eb-297a-4e67-b26e-196e29314fbc · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.331511Z

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.

source=pdf_text observed=2026-08-16T04:32:41.665104Z digest=sha256:69ab3b7eef02d7820f90b13efaaf8cd57137e0c1f7b2b367093a664f6224a20b

Observation 0af38eca-e967-4658-9b70-560733fb0e49 · outbound

This paper cites What makes ImageNet good for transfer learning?.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance What makes ImageNet good for transfer learning?

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T04:32:41.670428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:32:41.670428Z digest=sha256:5e4441d3d7fb69687707fa7db32d0434eee8c127f5db26acaf6d6320d77db82e

Observation f6a03575-e7db-4bab-94ea-bc81fdb6997e · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.314064Z

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.

source=pdf_text observed=2026-08-16T04:32:41.676521Z digest=sha256:7c821f09e01f5737ca79ff5e80db242a38e49d4e79e92813d0ac953eb0ae57c3

Observation 43652403-30be-4b5b-8e20-8dc27a2623c5 · outbound

This paper cites J., & Yang, Q.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance J., & Yang, Q

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:42.297085Z

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.

source=pdf_text observed=2026-08-16T04:32:41.681951Z digest=sha256:bb729aad8d525860350a6daa5c8f139b260ff3dded9f77728653d8e380c12eec

Observation 71c9616a-2188-4998-be67-d6b1adc85256 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.280793Z

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.

source=pdf_text observed=2026-08-16T04:32:41.686564Z digest=sha256:0735efa04c9b8aefcd269ddd96e0e749029223c21695f4fe4664b9f1371c47bf

Observation 43f84ded-d818-4e1d-8e08-5a22a4684b8c · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.264356Z

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.

source=pdf_text observed=2026-08-16T04:32:41.691015Z digest=sha256:ec45828943d5a2fcee191f00ba7f436fed590f0b2a5a430c75cc3539c1a59b65

Observation 64ccf57a-415c-489f-a223-baa766b88481 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.247519Z

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.

source=pdf_text observed=2026-08-16T04:32:41.695480Z digest=sha256:5741be026a82952432970d3d9f8e051348821329afd0be0ebab1f44749f114c1

Observation cd6053e7-c099-4730-8b08-054d80fe64cb · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.229957Z

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.

source=pdf_text observed=2026-08-16T04:32:41.699803Z digest=sha256:1fd7a8989307696ce26e242af51878f3c1556edfb5d3a29d608e50c82e9e1fa0

Observation 3a5a02c6-53a5-4cc9-b560-b37c6593daa2 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.213446Z

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.

source=pdf_text observed=2026-08-16T04:32:41.704099Z digest=sha256:438819ac3645893f4d470d2e230cec7614511779ce1b54dc3085425b6f90d3c1

Observation e3786499-64a2-4350-b202-328aceee2211 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.196612Z

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.

source=pdf_text observed=2026-08-16T04:32:41.709066Z digest=sha256:b1b9506477d8191efb607b526e5c5cfebe66a998e70caa5ee9d4b5d3d92ab97c

Observation c02ed18b-c0b8-4de3-bc41-9e866e2134ad · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.179082Z

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.

source=pdf_text observed=2026-08-16T04:32:41.713382Z digest=sha256:afcc69ded1124306bf5fe4a8b1a4c2c2b276e9cb3cb57544b2692d0f815a117e

Observation cd05d70e-db58-4332-aaad-3f4ca9b47a84 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.161421Z

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.

source=pdf_text observed=2026-08-16T04:32:41.718161Z digest=sha256:90e9cfaf52886b6c1286c3738feb7e2f705c56398c3c8f746a941bb375b72745

Observation 99464a9a-ba67-410c-8030-3ae83f96962e · outbound

This paper cites A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance A., Milan, K., Quan, J., Ramalho, T., Grabska-Barwinska, A., et al

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:42.140973Z

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.

source=pdf_text observed=2026-08-16T04:32:41.722968Z digest=sha256:8608d3284bc251d4f9b8e0579e9a4defdf0231140e92edc7c5ab15af8219834a

Observation b401ee90-5b7a-4347-94d5-7a6575d51094 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.122624Z

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.

source=pdf_text observed=2026-08-16T04:32:41.727807Z digest=sha256:788e49fc49d3bdf2be840d65fa2bf5c752e4879e8a75da8b657418b52e268f43

Observation f8d30800-667a-43e5-b17f-a7a6504513bd · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.105911Z

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.

source=pdf_text observed=2026-08-16T04:32:41.732601Z digest=sha256:fb7b71d244ef57158f0d57ccc3a54c62500530c0f71e7fcc8a67db5f2615ae4c

Observation cb43f753-630f-4b15-9f82-f4798dff5157 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.088195Z

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.

source=pdf_text observed=2026-08-16T04:32:41.737968Z digest=sha256:3693c83aca0cc920e10281a7638732df6eddfb9bdf619f03bc46be9a77fd1d11

Observation 28a0f897-039b-49c9-8c59-397fa41a0d11 · outbound

This paper cites Progressive Neural Networks.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Progressive Neural Networks

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T04:32:41.742403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:32:41.742403Z digest=sha256:4d11e0957bc25e16f3bbc9e9a0427f79bd740db507bd6282c680c841bfe1b8e9

Observation 52e370f8-49bc-4d3b-9401-9627b9ed9d79 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.071687Z

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.

source=pdf_text observed=2026-08-16T04:32:41.747864Z digest=sha256:6d89eb95e2e7be3f7207bbef6876ba67daacb40d211fb1858dc089459c6bd261

Observation 94b88049-9469-4197-910b-15c43669568e · outbound

This paper cites YOLOv3: An Incremental Improvement.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance YOLOv3: An Incremental Improvement

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-16T04:32:41.752752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:32:41.752752Z digest=sha256:579fd753aa210130b7956c2697240d090d474afbd2e0ec47cd9cd3c6972f2207

Observation 7fd98c72-837a-45f7-abc0-07dfa0c21798 · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T04:32:41.758128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:32:41.758128Z digest=sha256:5ed4a1da2b71bf27996d9655607dc6deef2c8efb334c0b5ec0ca1eddac9523ae

Observation 4d22c54a-08ef-4ee6-a7e9-26d0514ade77 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.055573Z

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.

source=pdf_text observed=2026-08-16T04:32:41.763106Z digest=sha256:834caf2cfca303d8569f01144a1cc042b9afd2a5cceee285bc4491ec158aa51d

Observation 97a141f0-0280-4192-93f5-b6812c243bb3 · outbound

This paper cites an unresolved cited work.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-16T04:32:42.037471Z

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.

source=pdf_text observed=2026-08-16T04:32:41.767746Z digest=sha256:d68142d384801bf7eff1c5b9daacfba4d2c48d123e6a445588a2210f1ad510ea

Observation 519682ef-f407-4860-aa9e-f68cfc6d2fed · outbound

This paper cites Yolov8: A novel object detection algorithm with enhanced performance and robustness.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Yolov8: A novel object detection algorithm with enhanced performance and robustness

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:42.021155Z

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.

source=pdf_text observed=2026-08-16T04:32:41.772866Z digest=sha256:e0ba4fd9ea892b46f973c3f0229bb3d68b032fa34264aebdf980335a67bb0eb4

Observation 3bf62735-118d-42d8-8aa2-5a927718cdf6 · outbound

This paper cites Ultralytics YOLO (Version 8.0.0) [Computer software].

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Ultralytics YOLO (Version 8.0.0) [Computer software]

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:42.003082Z

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.

source=pdf_text observed=2026-08-16T04:32:41.778158Z digest=sha256:c7fef5200360def2cd3cc5567b596efc7fe220e127cd88061d9286fcf3976e74

Observation d0331224-6e30-46c3-8bd4-8eecf9f9f994 · outbound

This paper cites Improved Adam optimizer for deep neural networks.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Improved Adam optimizer for deep neural networks

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:41.983110Z

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.

source=pdf_text observed=2026-08-16T04:32:41.782862Z digest=sha256:569b6185b573425ebbf738289e99885dca72c2578d670c8a9ba352e6ac1a0954

Observation 449d71da-3977-4d9d-99c9-c280ca5b4e9d · outbound

This paper cites PyCoTools: a Python toolbox for COPASI.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance PyCoTools: a Python toolbox for COPASI

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:41.963682Z

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.

source=pdf_text observed=2026-08-16T04:32:41.788093Z digest=sha256:a44ff5fa3d20ebe1f06944b9310162cb4c840e53ccbcbf55c22c983e6fd4ab40

Observation 5fb9fe22-c2f8-4b36-867a-ac444bae373a · outbound

This paper cites whatsInYourFridge Dataset.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance whatsInYourFridge Dataset

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:41.947159Z

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.

source=pdf_text observed=2026-08-16T04:32:41.793131Z digest=sha256:44e7e38fccca155b019785b172c45ea56545e9d099934af88d469f9ebf2fc799

Observation 97389c81-7aaa-4079-b0b2-fc209ab3eaf4 · outbound

This paper cites Enhancing Intelligent Road Target Monitoring: A Novel BGS YOLO Approach Based on the YOLOv8 Algorithm.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Enhancing Intelligent Road Target Monitoring: A Novel BGS YOLO Approach Based on the YOLOv8 Algorithm

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:41.930981Z

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.

source=pdf_text observed=2026-08-16T04:32:41.797856Z digest=sha256:5fbad940adef75499d1cfcbc34dafdebb8f00d73688ce26d151d6f2e390970e7

Observation 109acc86-869a-4357-88c6-9e76f4cee155 · outbound

This paper cites Visualizing and Understanding Convolutional Networks.

Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance Visualizing and Understanding Convolutional Networks

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T04:32:41.913505Z

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.

source=pdf_text observed=2026-08-16T04:32:41.802596Z digest=sha256:3115f668df3cf9eb38459081e20948bf033aace4d87e8546e0f26c51402cc46e

Pith citing papers

Observation 41efbfab-0cf1-47c0-aa28-be603a285669 · inbound

An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures cites this paper.

An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures Fine-Tuning Without Forgetting: Adaptation of YOLOv8 Preserves COCO Performance

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:27:54.417571Z

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.

source=pdf_text observed=2026-08-05T05:27:54.212216Z digest=sha256:4ac684b5a149275fc84976e65f9aa0fec245980615bc483fc0848099d5e21407