Paper Citation Record · LEDGER

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees

As of 17 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2504.17721.

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

pith.paper-citation-record.v1
2504.17721 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:36:18.846771Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

26 of 26 outbound references displayed

verified exact2
verified fuzzy14
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efa00d36-171f-4c51-9b5b-fed86273aa40 · outbound

This paper cites an unresolved cited work.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:36:19.322807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dcd6a3fd-a5a9-4953-baa6-5098b131dcc5 · outbound

This paper cites an unresolved cited work.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:36:19.307910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b0df4a17-cf96-4095-a5a9-fb4d75d5fe42 · outbound

This paper cites Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer.Journal of Manufacturing Systems, 70:186–201, 2023.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Towards trustworthy rotating machinery fault diagnosis via attention uncertainty in transformer.Journal of Manufacturing Systems, 70:186–201, 2023

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.293673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 24a7888b-c440-400d-8e17-6b92d2b1c084 · outbound

This paper cites A survey of uncertainty in deep neural networks.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees A survey of uncertainty in deep neural networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.750336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e885222-7b7d-43dd-b16a-d2f5fef7149f · outbound

This paper cites Word-sequence entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Word-sequence entropy: Towards uncertainty estimation in free-form medical question answering applications and beyond

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.270636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6591f1ca-798b-4cd2-ac82-ae30f1027253 · outbound

This paper cites Steel surface defect detection using a new haar–weibull-variance model in unsupervised manner.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Steel surface defect detection using a new haar–weibull-variance model in unsupervised manner

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.256971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c5d708e3-86dd-4c0a-a13c-121edf3cf8c4 · outbound

This paper cites Invariant feature extraction method based on smoothed local binary pattern for strip steel surface defect.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Invariant feature extraction method based on smoothed local binary pattern for strip steel surface defect

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.240972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9033c490-0e5f-4db6-9a6a-f0676ed542ed · outbound

This paper cites Edrnet: Encoder–decoder residual network for salient object detection of strip steel surface defects.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Edrnet: Encoder–decoder residual network for salient object detection of strip steel surface defects

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.226654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0d67cdd4-f7cd-4ebe-a9bf-359cc4d8a652 · outbound

This paper cites Automatic surface defect segmentation for hot-rolled steel strip using depth-wise separable u-shape network.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Automatic surface defect segmentation for hot-rolled steel strip using depth-wise separable u-shape network

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.211912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 916457e7-e723-4034-9135-fabc078a8340 · outbound

This paper cites Machine-learning applications of algorithmic randomness.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Machine-learning applications of algorithmic randomness

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.196463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 785e79f2-cc3c-4cb8-840f-6ee494ac31df · outbound

This paper cites Conformal Risk Control.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Conformal Risk Control

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.777585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd23fea3-ee84-46de-a1e0-2195170ac06f · outbound

This paper cites Conu: Conformal uncertainty in large language models with correctness coverage guarantees.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Conu: Conformal uncertainty in large language models with correctness coverage guarantees

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.182084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e74801f6-5bb1-43d6-8344-05103ebf4c95 · outbound

This paper cites Conformal risk control for pulmonary nodule detection.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Conformal risk control for pulmonary nodule detection

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-16T10:36:19.031949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 925fa303-c550-4c02-a855-ee8d4b854bbd · outbound

This paper cites Sample then identify: A general framework for risk control and assessment in multimodal large language models.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Sample then identify: A general framework for risk control and assessment in multimodal large language models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.791184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cecbe49-6d1d-4bc4-b855-8117d7767bab · outbound

This paper cites SConU: Selective Conformal Uncertainty in Large Language Models.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees SConU: Selective Conformal Uncertainty in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.795924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680e9921-8070-4296-bdd5-26f39c9c9f43 · outbound

This paper cites An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees An electronic nose-based assistive diagnostic prototype for lung cancer detection with conformal prediction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.157047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 23c89782-09f4-4ccb-b230-50b51823d975 · outbound

This paper cites Uncertainty-aware real-time visual anomaly detection with conformal prediction in dynamic indoor environments.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Uncertainty-aware real-time visual anomaly detection with conformal prediction in dynamic indoor environments

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.142079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 48b27608-98bc-4291-a7e7-414aa2fb0c14 · outbound

This paper cites Conformal semantic image segmentation: Post-hoc quantifi- cation of predictive uncertainty.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Conformal semantic image segmentation: Post-hoc quantifi- cation of predictive uncertainty

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.125841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0fc70bdb-2140-4471-8c75-cce72711a1c5 · outbound

This paper cites Confident object detection via conformal prediction and conformal risk control: an application to railway signaling.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Confident object detection via conformal prediction and conformal risk control: an application to railway signaling

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.111610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fbf9bc5e-bb25-4554-b878-6ebc9be5398e · outbound

This paper cites Statistical Management of the False Discovery Rate in Medical Instance Segmentation Based on Conformal Risk Control.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Statistical Management of the False Discovery Rate in Medical Instance Segmentation Based on Conformal Risk Control

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:36:18.921569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf159d2c-71d4-4dcd-a014-1fb8bf10f40e · outbound

This paper cites Mask r-cnn.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Mask r-cnn

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.098305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f041809-ef16-45e1-89f9-c35a7fe4df39 · outbound

This paper cites Deep residual learning for image recognition.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Deep residual learning for image recognition

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.829068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19bd4df3-4b58-4752-9c72-d07fb4617f68 · outbound

This paper cites SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.833388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b585c2-51ab-4a24-8629-f2bc8a8a372a · outbound

This paper cites Shufflenet v2: Practical guidelines for efficient cnn architecture design.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Shufflenet v2: Practical guidelines for efficient cnn architecture design

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:36:19.072776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e9d699d-68fa-47b1-a7ed-5c11707747ec · outbound

This paper cites Searching for mobilenetv3.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Searching for mobilenetv3

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.842367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c854d8-58b8-47ad-b750-f8a26a6cc864 · outbound

This paper cites GhostNetV3: Exploring the Training Strategies for Compact Models.

Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees GhostNetV3: Exploring the Training Strategies for Compact Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:36:18.846771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.