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Paper Citation Record · LEDGER

The Role of Teacher Calibration in Knowledge Distillation

As of 18 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2508.20224.

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

pith.paper-citation-record.v1
2508.20224 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:19:05.957483Z

measured 34 of 34 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 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

34 of 34 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c097735e-13e9-4492-ad6c-f47a707b9da0 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.410727Z

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.

source=pdf_text observed=2026-08-05T15:19:05.819818Z digest=sha256:17e347c1efe570074ad4cd82e1fdaef0d46e07e68263c675f058dcdddd758833

Observation 9c3c05e4-41e9-48ef-96b8-7248a5140caf · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.396888Z

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.

source=pdf_text observed=2026-08-05T15:19:05.825046Z digest=sha256:c73c6de8d8bb049e45f6291326baf81a26944b0decf5d34e560cef9d4d1f9849

Observation 7fe3d9ad-496e-4e3c-bf12-91bb4b3ba064 · outbound

This paper cites Beyer, X.

The Role of Teacher Calibration in Knowledge Distillation Beyer, X

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.385449Z

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.

source=pdf_text observed=2026-08-05T15:19:05.829522Z digest=sha256:8c7eb733c57cabf17a4718577b83ac52596f03c849ce7256f6f6f3459ea66db2

Observation 3fec7d2e-d0f1-4773-ab90-ca51f572c6ee · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.373619Z

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.

source=pdf_text observed=2026-08-05T15:19:05.834864Z digest=sha256:476bfbce309fe559fd454d68af5470020e2782c4388718809d3d1fa99a0c8da2

Observation e1e848f8-5344-4016-b426-a7c27bac60ff · outbound

This paper cites Nixon, M.

The Role of Teacher Calibration in Knowledge Distillation Nixon, M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.362683Z

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.

source=pdf_text observed=2026-08-05T15:19:05.839759Z digest=sha256:a9356c2ad8970beb1ad2b91f2e677db46af77cd39fc5b4e8c576d3815e750539

Observation 04d89f68-c1e6-4e48-a374-428925936a92 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

The Role of Teacher Calibration in Knowledge Distillation Distilling the Knowledge in a Neural Network

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.843911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.843911Z digest=sha256:94817ded2ec2d7131135e4f6645053f7a2605a109676c2372ca88321bb318fda

Observation 4536b5cb-8a7c-4b25-b295-aee4504384da · outbound

This paper cites FitNets: Hints for Thin Deep Nets.

The Role of Teacher Calibration in Knowledge Distillation FitNets: Hints for Thin Deep Nets

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.849488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.849488Z digest=sha256:c4f5f8fcce59378976bfaa69b1ad2106d2faeddb7a47152dd621c82fbbab2326

Observation 41dee366-88d3-4cd4-b81e-11283bcc6fc7 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.350386Z

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.

source=pdf_text observed=2026-08-05T15:19:05.853549Z digest=sha256:b93ac21983378ebb715bea17c985e242bf8763802340a53ade51b280a207975d

Observation 8f2b473c-4cd9-49ca-b21e-e52dbdbed5e7 · outbound

This paper cites Zhang, T.

The Role of Teacher Calibration in Knowledge Distillation Zhang, T

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.338154Z

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.

source=pdf_text observed=2026-08-05T15:19:05.857723Z digest=sha256:a9f5746f5f04f1ac774c6806b34a6fb48707c935eb5285f0314c16736a48fb15

Observation ad0eb4df-ff48-447f-b77c-f675d9f541cd · outbound

This paper cites Chung, S.

The Role of Teacher Calibration in Knowledge Distillation Chung, S

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.326475Z

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.

source=pdf_text observed=2026-08-05T15:19:05.861577Z digest=sha256:dc0c943219237dad6dce043ddded57902e145da736abb634ff5e6ab71a9095d1

Observation 53a29158-0ee6-4011-ae42-9141717ce39e · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.314845Z

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.

source=pdf_text observed=2026-08-05T15:19:05.865465Z digest=sha256:d1ed74997744297cadd238d2fea0006499411e5a42dc1dff05e02591a755529b

Observation 4bfe42ae-c495-462c-a0b5-0089b35c2d1e · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.302909Z

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.

source=pdf_text observed=2026-08-05T15:19:05.869921Z digest=sha256:a68f4271817e2dcb9563defc33d99a5ccc9cb6d174a34a422ed868cab4ad062b

Observation 502f7890-84db-483a-b6b6-1012de72f11f · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.291480Z

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.

source=pdf_text observed=2026-08-05T15:19:05.873672Z digest=sha256:97b2f4972773db89831fd47d7d8dc8adb72e0c7549e95d882c65db795a55ae57

Observation 74421d22-caa6-4c89-be20-fc0d4e726809 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.280493Z

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.

source=pdf_text observed=2026-08-05T15:19:05.878309Z digest=sha256:af2cdd3fd4a443310c2a8f19ceb32fac3d7af9cd20e159be1410e4f84c81f1be

Observation df3f958f-b699-48f0-9d6a-db57a1b5dd6e · outbound

This paper cites Furlanello, Z.

The Role of Teacher Calibration in Knowledge Distillation Furlanello, Z

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.268798Z

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.

source=pdf_text observed=2026-08-05T15:19:05.882575Z digest=sha256:d7614380c53451ab2b45d1a255104fc6a2d580552edaff7a79577ea3276feec9

Observation 6992569b-d770-494a-a66e-12a3cf8d4ec7 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.257158Z

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.

source=pdf_text observed=2026-08-05T15:19:05.886125Z digest=sha256:c24c0dec330d85cbd9821e5788162aaa20596b957f08b6ccb70d36a80519a74f

Observation b292d9b2-ed5a-41d2-80fb-b345ec56ad29 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.245354Z

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.

source=pdf_text observed=2026-08-05T15:19:05.889813Z digest=sha256:0148e6454d9e0d40143d25f187e29bac47667cc6544527caa4a737b683d27b97

Observation 269cd3c6-5265-4f5f-979a-590997bfbc22 · outbound

This paper cites Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective.

The Role of Teacher Calibration in Knowledge Distillation Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.893573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.893573Z digest=sha256:65a8a127df842015e8eae8387c28d5c9cbba34082b52106a78171154dc20f66e

Observation 69d3df09-1efd-4e86-8149-b71edd9f23d6 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.233463Z

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.

source=pdf_text observed=2026-08-05T15:19:05.897634Z digest=sha256:fa970cbbc446d409d6e9298a17c59c6ff09a3e782cbec2cc6579543c86cd4d1b

Observation 217f09f0-cf6e-46ec-b55e-854d51efa708 · outbound

This paper cites Rethinking the Knowledge Distillation From the Perspective of Model Calibration.

The Role of Teacher Calibration in Knowledge Distillation Rethinking the Knowledge Distillation From the Perspective of Model Calibration

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:19:06.035942Z

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.

source=pdf_text observed=2026-08-05T15:19:05.901360Z digest=sha256:3add184d821e0e6933671aea1fc5aabd3e349c5403697d3838d94863ac0b4cbb

Observation 23995ef4-9450-4c7e-a761-916cdfe046e9 · outbound

This paper cites Zadrozny and C.

The Role of Teacher Calibration in Knowledge Distillation Zadrozny and C

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.221555Z

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.

source=pdf_text observed=2026-08-05T15:19:05.906076Z digest=sha256:322e8adde30182093d4c57ebaeceec809b5e99c78d85304e43e725ea2367998c

Observation 0aa4dbeb-9c3b-43bb-bd41-6181be07254c · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.209651Z

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.

source=pdf_text observed=2026-08-05T15:19:05.909855Z digest=sha256:a9b86c57b2902156b8aa3288dca2456f71678c7669e4a611882905e73e76729e

Observation 2aa5892d-e19b-4f1f-8b3b-49b70ba0f4db · outbound

This paper cites Platt et al.

The Role of Teacher Calibration in Knowledge Distillation Platt et al

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.197589Z

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.

source=pdf_text observed=2026-08-05T15:19:05.913556Z digest=sha256:becd8b993f15df3f2544038121f5cb9ac36c1ce1873baf8637ece7b6a786ae7e

Observation d3a9cfc8-7e56-4999-a9d1-5615a9be7f20 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.184224Z

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.

source=pdf_text observed=2026-08-05T15:19:05.917945Z digest=sha256:57a645cd10cb993713fb603becb766072b2f01c698d09ab7a8c4fd626b889b8f

Observation c3c02621-fa5b-4925-92d4-4be8b4069a70 · outbound

This paper cites Soudry, E.

The Role of Teacher Calibration in Knowledge Distillation Soudry, E

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.170538Z

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.

source=pdf_text observed=2026-08-05T15:19:05.921684Z digest=sha256:37af0fd6e04f040d20abc7ed01ca9fe65e083a9ea33fa4760ff44636b5aa8c82

Observation 12ac8aa0-c21c-4e3a-a35d-42cbaf878b54 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.156469Z

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.

source=pdf_text observed=2026-08-05T15:19:05.925331Z digest=sha256:58e9b5e8e5bc21c371aebf0b55bcd822faba47a73cce328998a8027cf272f6e8

Observation 1716a3ff-d1d1-46f2-ae60-0659a4e0aa1d · outbound

This paper cites Contrastive Representation Distillation.

The Role of Teacher Calibration in Knowledge Distillation Contrastive Representation Distillation

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.929161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.929161Z digest=sha256:8cd0c4542cbd19b964be5d183d09ae53cd37b124a7dd004a26b43733744520a5

Observation 90ec0787-dbd4-4aa4-83ee-4560e029183a · outbound

This paper cites Krizhevsky, G.

The Role of Teacher Calibration in Knowledge Distillation Krizhevsky, G

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.141432Z

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.

source=pdf_text observed=2026-08-05T15:19:05.933383Z digest=sha256:cdf3139ecba8bf0b1f771bd6c26cc95598ab8f4f41fda9b7b3123b76248feb1c

Observation 9b172051-c71f-430e-8d68-4e0161f1696e · outbound

This paper cites Russakovsky, J.

The Role of Teacher Calibration in Knowledge Distillation Russakovsky, J

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.128618Z

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.

source=pdf_text observed=2026-08-05T15:19:05.937618Z digest=sha256:3d2ca6bf55b8780171d73a73e1e589a90d3a2925320972e6fe6a0330d1b8e101

Observation a49e10d0-56f0-47cf-9137-2e050b68db2a · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.115928Z

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.

source=pdf_text observed=2026-08-05T15:19:05.940964Z digest=sha256:9f7818c7ca96dfff42c6a30477bcf89d5442c05529a6a4874cc0e5e6fb991386

Observation 6c667644-fc3c-4376-8b3c-53fb22dad675 · outbound

This paper cites an unresolved cited work.

The Role of Teacher Calibration in Knowledge Distillation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:19:06.102147Z

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.

source=pdf_text observed=2026-08-05T15:19:05.944825Z digest=sha256:ba839c0330e94eca16508a10ac3b748a794726901360ab12dfdfa0d0f6821ce1

Observation 7680da22-c1ae-4859-bd74-6922d52e4319 · outbound

This paper cites mixup: Beyond Empirical Risk Minimization.

The Role of Teacher Calibration in Knowledge Distillation mixup: Beyond Empirical Risk Minimization

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.948941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.948941Z digest=sha256:a340e00ef30269bcc79d37c4a92c3d152a110107c9740d2c7f10f88530f397d2

Observation 3563a8b9-d9d5-49c2-a630-dade5efb4d99 · outbound

This paper cites On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks.

The Role of Teacher Calibration in Knowledge Distillation On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-05T15:19:05.952862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:19:05.952862Z digest=sha256:66c4ace26ace8bb5eef9ecf1363cec218b59a532882b6922195950e70f7abc79

Observation 0df6c9ac-6887-43da-ba34-f79c50729d95 · outbound

This paper cites Zhang, Z.

The Role of Teacher Calibration in Knowledge Distillation Zhang, Z

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:19:06.088770Z

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.

source=pdf_text observed=2026-08-05T15:19:05.957483Z digest=sha256:d5b6f6240cbac57a747759eeafa1e5829e4598fadb31d58c958b8926c162a986

Pith citing papers

No inbound Pith citation observations are available.