Pith. sign in

Paper Citation Record · LEDGER

Billet Number Recognition Based on Test-Time Adaptation

As of 10 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2502.09026.

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

pith.paper-citation-record.v1
2502.09026 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:56:03.192968Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy19
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e67cf1df-db01-41d9-a133-ae5471f440bd · outbound

This paper cites His- torical review of ocr research and development.Proceedings of the IEEE, 80(7):1029–1058, 1992.

Billet Number Recognition Based on Test-Time Adaptation His- torical review of ocr research and development.Proceedings of the IEEE, 80(7):1029–1058, 1992

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.555711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.087310Z digest=sha256:e81fdf88ca7f94b757cf073b46662a66f208bc28a70375b7362e479a46bf8d24

Observation 4fb40888-4623-4b37-8058-d76d93bc629f · outbound

This paper cites Real-time scene text detection with differentiable bina- rization.

Billet Number Recognition Based on Test-Time Adaptation Real-time scene text detection with differentiable bina- rization

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.541764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.094084Z digest=sha256:5bca8b1a253c886954cb6207dad2582897db0ca8c86463971d5c6d11f4d4d40c

Observation c01ed497-9483-429a-9b3d-dd1dcbcb604e · outbound

This paper cites SVTR: Scene Text Recognition with a Single Visual Model.

Billet Number Recognition Based on Test-Time Adaptation SVTR: Scene Text Recognition with a Single Visual Model

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.099082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.099082Z digest=sha256:56357c5b24a5e78c536f083f6c83ee1c930fa62920da65fa282d3c16cf9cc5b1

Observation 3170d217-0faf-4a7e-bf6c-291aef35a6dd · outbound

This paper cites Odm: A text-image further alignment pre-training approach for scene text detection and spotting.

Billet Number Recognition Based on Test-Time Adaptation Odm: A text-image further alignment pre-training approach for scene text detection and spotting

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.527982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.104197Z digest=sha256:3003bccdded67ec0f771f79a6a362c1b58ef227f39c184fe4dece460cd0d87bd

Observation 10ba7aee-57e2-40d8-89ec-cbc321ad118b · outbound

This paper cites Multi-modal in-context learning makes an ego-evolving scene text recognizer.

Billet Number Recognition Based on Test-Time Adaptation Multi-modal in-context learning makes an ego-evolving scene text recognizer

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.513404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.109083Z digest=sha256:a6df58924349123aec1cc3df9b99a51ae3e5c130944a592aa724bcf0d77168ad

Observation 48ef4b65-afd9-4e6c-84c6-c96506f236d3 · outbound

This paper cites Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks.

Billet Number Recognition Based on Test-Time Adaptation Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.499000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.114214Z digest=sha256:a82d28b3c2038eb29619092323f28b9f0c2cf15d72371ca73f6ab096f73c3946

Observation 942d8ca1-becb-4fb9-8a76-3ade4bb8478f · outbound

This paper cites Batch number of billets recognition sys- tem design.

Billet Number Recognition Based on Test-Time Adaptation Batch number of billets recognition sys- tem design

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.485218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.119198Z digest=sha256:b6dbf975ea16266210050b42db1596e5c625e3993fe2b380d40b12167c2d1481

Observation bf412c8e-4d8a-4267-a012-499c04f27598 · outbound

This paper cites Study on steel plate character recognition in iron and steel logistics.

Billet Number Recognition Based on Test-Time Adaptation Study on steel plate character recognition in iron and steel logistics

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.471679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.123552Z digest=sha256:6e1915eed1f271a9791e5888dd625c8aca42b9ca568fb7bf5f843798209c10f6

Observation 3a11651d-e6ae-4914-b510-f7d1cfabcb60 · outbound

This paper cites Study of rolling mill production line of heavy rail steel billet recognition system.

Billet Number Recognition Based on Test-Time Adaptation Study of rolling mill production line of heavy rail steel billet recognition system

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.457574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.127960Z digest=sha256:fc1262315324d1abd7b41e39ebb8c44830212788db3927e7dc58015862d68a8e

Observation af286ac3-b3e2-4563-aa61-dd6edbc7cc07 · outbound

This paper cites In- spection method for steel billet characters based on svm.Mi- crocomputer Applications, (10):49–51, 2011.

Billet Number Recognition Based on Test-Time Adaptation In- spection method for steel billet characters based on svm.Mi- crocomputer Applications, (10):49–51, 2011

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.444632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.132271Z digest=sha256:93737355335b753224283c74ffdec108cb47220ef1fa731935f9fbd21ced5dfd

Observation 8a609d3e-8acf-4b4d-8be6-06f55a00e029 · outbound

This paper cites Content based image retrieval system using k-means and knn approach by fea- ture extraction.

Billet Number Recognition Based on Test-Time Adaptation Content based image retrieval system using k-means and knn approach by fea- ture extraction

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.431559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.136035Z digest=sha256:9524a91897f32d55210e25867ae03b65f55d322a67cdefe0575c17d0286e5faa

Observation 20d5fa04-bea7-48c9-bd16-e5f7c892f208 · outbound

This paper cites Unified deep neural networks for end-to-end recog- nition of multi-oriented billet identification number.

Billet Number Recognition Based on Test-Time Adaptation Unified deep neural networks for end-to-end recog- nition of multi-oriented billet identification number

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.419142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.139949Z digest=sha256:7a71156621295cde529cd099b1145fc0173f0985d91fa6c2fb0f8524c8d6fdd7

Observation 9d3c6e28-4f02-474c-84af-beea25be9151 · outbound

This paper cites Scene text detec- tion and recognition: The deep learning era.

Billet Number Recognition Based on Test-Time Adaptation Scene text detec- tion and recognition: The deep learning era

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.405671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.143598Z digest=sha256:d9cd53fc4cc66896150488801a0228272750bb7c69c9f35356f26dc0fdd59def

Observation b595d729-589e-41b6-84e8-6a62a3738b7b · outbound

This paper cites Recogni- tion method for handwritten steel billet identification number based on yolo deep convolutional neural network.

Billet Number Recognition Based on Test-Time Adaptation Recogni- tion method for handwritten steel billet identification number based on yolo deep convolutional neural network

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.389595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.147402Z digest=sha256:5f7078c2bf173ed19cf22f20a44967229466c4d9189deb4029347747aab6a48d

Observation facc0734-27eb-4867-9637-a6cb827510c6 · outbound

This paper cites Billet number recognition based on esrgan and improved yolov5.

Billet Number Recognition Based on Test-Time Adaptation Billet number recognition based on esrgan and improved yolov5

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.375170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.150992Z digest=sha256:849dbb9212275a83139dd3b5b88241a82d8eac97b5f1a7f4fa3b90aa0a10e0c3

Observation b2647743-e4fe-45e1-a5b1-090a11c525bc · outbound

This paper cites Automatic recog- nition of hot spray marking dot-matrix characters for steel- slab industry.

Billet Number Recognition Based on Test-Time Adaptation Automatic recog- nition of hot spray marking dot-matrix characters for steel- slab industry

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.361293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.154730Z digest=sha256:7df81a6d65aa9f4e7cd1111e5ef6f5e468b33b2e1d051ca9cdc3d59a210ed4ba

Observation 88d0f6e2-ece4-4b82-b790-5e226762ecda · outbound

This paper cites Bdr-net: digital recog- nition network for billet surface based on flow alignment and attention mechanism.

Billet Number Recognition Based on Test-Time Adaptation Bdr-net: digital recog- nition network for billet surface based on flow alignment and attention mechanism

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.346938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.158477Z digest=sha256:51b8de012a7ac927476b59e42483da822ba78845447f0353228e6425720a27df

Observation b25fc0ae-cbb7-4d6d-9c7b-d342bc63f308 · outbound

This paper cites Non-local neural networks.

Billet Number Recognition Based on Test-Time Adaptation Non-local neural networks

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.332401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.162220Z digest=sha256:b15b33ad56bcd37b273e2cc6fabc73aab9931c3f0348e8ff08256b5320d7971c

Observation 0a656f87-1f13-4cfe-be2f-c00aad14471f · outbound

This paper cites Test-time training with self- supervision for generalization under distribution shifts.

Billet Number Recognition Based on Test-Time Adaptation Test-time training with self- supervision for generalization under distribution shifts

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.165900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.165900Z digest=sha256:71c1372d05334b65a881f61a9ab87874b5968c8ed264203a62b9a160626e4988

Observation 5b459d76-cd3e-4550-b276-5909f857e2b2 · outbound

This paper cites The norm must go on: Dynamic unsuper- vised domain adaptation by normalization.

Billet Number Recognition Based on Test-Time Adaptation The norm must go on: Dynamic unsuper- vised domain adaptation by normalization

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.309299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.170242Z digest=sha256:a053e62e933cf59736b6c6279eb1a0968feaa772bbef59fb1fd0b172588f9e6f

Observation 3cdfa81b-7d78-4a2e-a6b0-0f0a06d1dbab · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Billet Number Recognition Based on Test-Time Adaptation Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.174691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.174691Z digest=sha256:14fc5951a055e88cc4532e5d5005433bba694ef3fbb7845dae5dda9e8993d7e9

Observation 55dea09a-5197-42af-82dc-5f7fc2389abb · outbound

This paper cites Towards Stable Test-Time Adaptation in Dynamic Wild World.

Billet Number Recognition Based on Test-Time Adaptation Towards Stable Test-Time Adaptation in Dynamic Wild World

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.179727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.179727Z digest=sha256:f976cc62ed79a774e53a35137606d1cc212fc9abea9f744f45fdd80cefef8583

Observation 5411497b-4464-476e-9f77-4fc4f9689dba · outbound

This paper cites Pseudo-label: The simple and effi- cient semi-supervised learning method for deep neural net- works.

Billet Number Recognition Based on Test-Time Adaptation Pseudo-label: The simple and effi- cient semi-supervised learning method for deep neural net- works

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T22:56:03.294911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T22:56:03.184503Z digest=sha256:17532e40152e54b72a2e00752023428893b2b59d858baf0f235506373208f453

Observation 34462f1c-b1d5-48f4-a4b0-14cd60702f81 · outbound

This paper cites Do we really need to access the source data? source hypothesis transfer for un- supervised domain adaptation.

Billet Number Recognition Based on Test-Time Adaptation Do we really need to access the source data? source hypothesis transfer for un- supervised domain adaptation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.188676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.188676Z digest=sha256:42b00a287566fda53abcfb2cdda2131b841526d7a7580f7cff4a8f1671a7ef07

Observation fa74b89b-df18-44cb-b0a2-7e61d2df5bd1 · outbound

This paper cites PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System.

Billet Number Recognition Based on Test-Time Adaptation PP-OCRv3: More Attempts for the Improvement of Ultra Lightweight OCR System

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T22:56:03.192968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:56:03.192968Z digest=sha256:54f0cd77fcc0c31467f77c0690195367bcc06ed13dfa82959df8d60b65c6951e

Pith citing papers

No inbound Pith citation observations are available.