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Paper Citation Record · LEDGER

The Role of Teacher Calibration in Knowledge Distillation

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.819818Z digest=sha256:9a32b8609d8db7f9713b3986eb126e2c0334d79a82891e5e2cae9922bd6fa1b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.825046Z digest=sha256:3f496d4cfc49ff325c792b5b58623ed94661c1aa8b923fc941b1eeb962d88cf8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.829522Z digest=sha256:0b56922d1e532ffc371195d2a670a07f5c4c99934ae38e0338da7f8b4e052b4c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.834864Z digest=sha256:ae4e326671da2a08d699ec1514fb4334def222187781399da16e8c2fe2c2bc6f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.839759Z digest=sha256:c5515538ce3d7d36f89c7f811573dd602ab7e6bff4dc9d1be1d72a7c3dac98e8

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=sha256:3c51e924157ea578a585087463fe5ad7d0e13790123f067c88941c5e63940305

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=sha256:2cee97b40e2417417edee389f53118663226d72f3810ec1f607905e9b3e5acb3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.853549Z digest=sha256:db2e74c6cf82b22081ac1e46456581ca7f7d8bdec8c8fa033fe47c70b3e6f6f2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.857723Z digest=sha256:448efe7742653da5224af18c73f08e369c767e085dc95794551825bf6913fd6c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.861577Z digest=sha256:a739df0e412b105167521390c09a3b1bf8267c6009c8328729d4b0bb49f1b74b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.865465Z digest=sha256:421acf4db49c725217e249e30f4284dc6ab922d8653039cb6e0e73479dd7c4ab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.869921Z digest=sha256:043be154e59840b098d8b9cdcb0ab54fc2f8099694b2c6c71aa187bfbe349053

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.873672Z digest=sha256:2b602da61f8f576144b27790da297362173bb5f2dd629a45b605838d673be36a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.878309Z digest=sha256:bdeea6e2f7fa8b59333bc5b2b18612fc65552159f88393dd5ddc16f9b5e4ea2c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.882575Z digest=sha256:1b3469e343d1dbd55858d2fd9e70a8da3f3e5c76596ab8bcb89d3946f7f6e923

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.886125Z digest=sha256:effc4f45ba73afa8132678d6a72109a648936d3f141a7c39e3feb4ff195871d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.889813Z digest=sha256:e4b1b4f23218113264ec9971a726125d897d43838b9fb4e0a499f1178637f9bc

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:e1dbcd431a73d79d643de8db3d087ccafe401f70ca488b15fcad7a3ee7e95897

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.897634Z digest=sha256:ffffa3f3ff3967fc7b97bbbb91a6b1b3231e0f7a700d5399f51870c76f512a86

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.901360Z digest=sha256:2d86bb5ec17bcfa52adb71c5982071742255d222d02ee59428b4df60d8678014

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.906076Z digest=sha256:bac08c3fecbeaeef8ea9a9b1b8a7d419af9dd4930b040daf675e9257893ec2bb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.909855Z digest=sha256:60dc905193099c6fdbe74b5332359892c90305b830ac9dafa80fcc4c49ebdd5c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.913556Z digest=sha256:2984106ffe01b9a837718e3f7e759fe92561953943af1c5856afd20f659b6a2c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.917945Z digest=sha256:ee53a165e64f9e5371f2040778ea6bd671837ba20dd8f586554dc77e6e6f4ffc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.921684Z digest=sha256:905ad817027aa9e0fc7e98a0a3dc25cc657b0c3f973b642a9cc380d4c83dffdc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.925331Z digest=sha256:e04e25979a01d3c23699536fe3f75b83982193ebd499e7edcc9917b2348ef285

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=sha256:4f5b7ae09bbea34238e0e553b6b2f03ba774f88c6588c098edaa0b1bda494c3a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.933383Z digest=sha256:0c3e7efe6e364b2b2997d034f73d4288c379dc64fddaef2a0c2747e008fae2c7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.937618Z digest=sha256:3a6be281a3efdf762a83da126952bd14bd410e5d689e3894e08f54afadce3980

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.940964Z digest=sha256:5996238387696f80a16b9ef9d003b03da33339eed1784ba0248d27fd6868ffab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.944825Z digest=sha256:41e37f5e3a1e51e963bfcb4f5efd3d902eaac50278affc7bfcca8a10c93c5f87

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=sha256:098feabfcc49a164b8c6afae76418bb924bacb5d0888c3b8e229cc5c79ca9eaa

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=sha256:1999886a0eb7493d8eeb52b62ef2f4bee8068561592766be02f70788aa0760e8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T15:19:05.957483Z digest=sha256:fd0ea45dadb99b2588ee4167bb4bcbe2939b1b36b1689c17e6e82cb5d1fcf066

Pith citing papers

No inbound Pith citation observations are available.