Paper Citation Record · LEDGER

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception

As of 14 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2506.22866.

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

pith.paper-citation-record.v1
2506.22866 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:59:37.911965Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T12:44:13.312368Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T12:48:17.573358Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy36
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e5b78cf-eb9b-438f-9ec4-4f5e3f30630b · outbound

This paper cites A review on recent advances in vision-based defect recognition towards industrial intelligence,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception A review on recent advances in vision-based defect recognition towards industrial intelligence,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:44.836879Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8e47c78e-b6ea-474d-8468-cb8a11ade74a · outbound

This paper cites Design and application of industrial machine vision systems,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Design and application of industrial machine vision systems,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:44.560693Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc7eb17a-ebc3-4b95-8de1-2734760c02ae · outbound

This paper cites State of the art in defect detection based on machine vision,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception State of the art in defect detection based on machine vision,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:44.277538Z

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Observation c2d961c7-61b7-4934-9317-c764a508bd85 · outbound

This paper cites Mixed supervision for surface- defect detection: From weakly to fully supervised learning,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Mixed supervision for surface- defect detection: From weakly to fully supervised learning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:44.011605Z

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Observation 1269ce53-b191-41f1-aacb-24c585cb73bc · outbound

This paper cites Distribution alignment: A unified framework for long-tail visual recognition,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Distribution alignment: A unified framework for long-tail visual recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.861104Z

Source-reported events for the cited work

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Observation 44be5c0e-ad8a-4713-b61d-938efe8c797e · outbound

This paper cites Deep learning methods for object detection in smart manufacturing: A survey,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Deep learning methods for object detection in smart manufacturing: A survey,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.730303Z

Source-reported events for the cited work

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Observation dc8309f3-1923-4d92-b0ba-79e645e3c14f · outbound

This paper cites Evolution of image segmentation using deep convolutional neural network: A survey,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Evolution of image segmentation using deep convolutional neural network: A survey,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.606652Z

Source-reported events for the cited work

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Observation 6a73c3b6-039c-49ae-9e5e-dc50e6689a1f · outbound

This paper cites A survey of real-time surface defect inspection methods based on deep learning,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception A survey of real-time surface defect inspection methods based on deep learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.378948Z

Source-reported events for the cited work

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Observation 622a8c0a-bfce-4bcf-8c2a-b85db94ccc4f · outbound

This paper cites Deep learning for unsupervised anomaly localization in industrial images: A survey,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Deep learning for unsupervised anomaly localization in industrial images: A survey,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.226890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2899af50-3fc2-444f-93d0-93911b2c1bd2 · outbound

This paper cites Learning deep features for discriminative localization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Learning deep features for discriminative localization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:43.093245Z

Source-reported events for the cited work

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Observation 73e18b19-dfc1-4da0-81e6-a65d0afa2764 · outbound

This paper cites Cadn: A weakly supervised learning-based category-aware object detection network for surface defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Cadn: A weakly supervised learning-based category-aware object detection network for surface defect detection,

Reference 11

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Source-reported events for the cited work

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Observation 2c3d6022-4a7b-47f8-880c-43bbbc33764e · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:42.776308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2c3c4daf-eae0-4334-99dc-2a56a5c6b8c6 · outbound

This paper cites Layercam: Exploring hierarchical class activation maps for localization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Layercam: Exploring hierarchical class activation maps for localization,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:42.647021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ce8d338-a83a-4419-824a-43e33e775e53 · outbound

This paper cites On interpretability of artificial neural networks: A survey,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception On interpretability of artificial neural networks: A survey,

Reference 14

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Source-reported events for the cited work

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Observation 6a7beaa4-fcf0-42c8-822a-7fa346e8b590 · outbound

This paper cites Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:42.530936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b5b7dfc-3c63-4d45-9d25-c16bb77590cb · outbound

This paper cites Axiom-based grad- cam: Towards accurate visualization and explanation of cnns,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Axiom-based grad- cam: Towards accurate visualization and explanation of cnns,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:42.324017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25e8f4a2-e75a-4d20-a8fe-5442e07bb4b6 · outbound

This paper cites Towards better explanations of class activation mapping,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Towards better explanations of class activation mapping,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:42.175762Z

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Observation d02ab942-5035-4529-ba72-69f4e0e3c4cd · outbound

This paper cites Relevance-cam: Your model already knows where to look,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Relevance-cam: Your model already knows where to look,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:41.935765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 037d005d-e5f0-4a67-9c65-8fda7c6fc05e · outbound

This paper cites On pixel-wise explanations for non-linear classifier deci- sions by layer-wise relevance propagation,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception On pixel-wise explanations for non-linear classifier deci- sions by layer-wise relevance propagation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:41.652759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 80a1b03f-b05c-4ca1-9a6b-494b569829bc · outbound

This paper cites Score-cam: Score-weighted visual explanations for convo- lutional neural networks,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Score-cam: Score-weighted visual explanations for convo- lutional neural networks,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ec899e6-4c63-4f12-92de-b2bf1dffa8e3 · outbound

This paper cites Ablation-cam: Visual explanations for deep convolutional network via gradient-free localization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Ablation-cam: Visual explanations for deep convolutional network via gradient-free localization,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:41.126151Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 00a0353a-c665-478a-96a1-0d0bd3e1a143 · outbound

This paper cites Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

Reference 22

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Observation 581b20bd-2ed4-463f-9f4a-aebb37ceb9fb · outbound

This paper cites Feature similarity group-class activation mapping (fsg-cam): Clarity in deep learning models and enhancement of visual explanations,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Feature similarity group-class activation mapping (fsg-cam): Clarity in deep learning models and enhancement of visual explanations,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.925656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f06403b4-b72a-41ca-94d1-9ffb7fcec965 · outbound

This paper cites Full-gradient representation for neural network visualization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Full-gradient representation for neural network visualization,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.666058Z

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Observation d827a12d-f41c-4d86-bc47-d5ce4101d0d3 · outbound

This paper cites Non-target feature filtering for weakly supervised semantic segmentation,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Non-target feature filtering for weakly supervised semantic segmentation,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.380062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 17c4353e-f8e5-405e-9bea-c3db46570358 · outbound

This paper cites Sess: Saliency en- hancing with scaling and sliding,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Sess: Saliency en- hancing with scaling and sliding,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:40.179175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1dfb46b4-f884-427f-908f-9b097b2fccc1 · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception YOLOv11: An Overview of the Key Architectural Enhancements

Reference 27

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Source-reported events for the cited work

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Observation 3d2770a4-7ac7-43fd-98d7-06aa6e1b50cf · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Faster r-cnn: Towards real-time object detection with region proposal networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.995530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7b7aff68-61d0-4d37-a02a-d0d27e56f0da · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception U-net: Convolutional networks for biomedical image segmentation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.800515Z

Source-reported events for the cited work

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Observation ca5e46be-aa29-42b5-a833-a07ce3da2874 · outbound

This paper cites Encoder- decoder with atrous separable convolution for semantic image segmen- tation,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Encoder- decoder with atrous separable convolution for semantic image segmen- tation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.604517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5e384f34-593d-4e19-99e3-c37b915bfc1b · outbound

This paper cites A cnn-based defect inspection method for catenary split pins in high-speed railway,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception A cnn-based defect inspection method for catenary split pins in high-speed railway,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.411720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7a9bef3-29c0-4667-9105-dbd2d7284268 · outbound

This paper cites Sddnet: A fast and accurate network for surface defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Sddnet: A fast and accurate network for surface defect detection,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.213435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f82e90f8-ff71-4d0b-b510-f23444b72526 · outbound

This paper cites A hierarchical attention detector for bearing surface defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception A hierarchical attention detector for bearing surface defect detection,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:39.053026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 813981bc-e65f-4121-9afe-4aa127f6f5b9 · outbound

This paper cites Pga-net: Pyramid feature fusion and global context attention network for automated surface defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Pga-net: Pyramid feature fusion and global context attention network for automated surface defect detection,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.878537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f161b39-c22d-47af-ab79-60d6b0531ba3 · outbound

This paper cites An automatic deep segmentation network for pixel-level welding defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception An automatic deep segmentation network for pixel-level welding defect detection,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.705883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c9e4002c-63a0-497c-be77-2de29247a0f6 · outbound

This paper cites Dlse-net: A robust weakly supervised network for fabric defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Dlse-net: A robust weakly supervised network for fabric defect detection,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.569445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cf9a3161-86b7-429b-9c4e-f942279b9bab · outbound

This paper cites An explainable laser welding defect recognition method based on multi- scale class activation mapping,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception An explainable laser welding defect recognition method based on multi- scale class activation mapping,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.405270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a3a433f0-0c6d-4b66-8506-830ac052b0e2 · outbound

This paper cites Grad-cam: visual explanations from deep networks via gradient-based localization,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Grad-cam: visual explanations from deep networks via gradient-based localization,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.241249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 42346cb6-81d4-4ec9-a17c-6d291b5d0c8a · outbound

This paper cites Segmentation-based deep-learning approach for surface-defect detection,.

Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception Segmentation-based deep-learning approach for surface-defect detection,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:59:38.093703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 4e83b435-64af-43e4-a9c4-b8fb3b74116b · inbound

Network Knowledge Prior Guided Learning for Data-Efficient Surface Defect Detection cites this paper.

Network Knowledge Prior Guided Learning for Data-Efficient Surface Defect Detection Region-Aware CAM: High-Resolution Weakly-Supervised Defect Segmentation via Salient Region Perception

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.