Paper Citation Record · LEDGER

Image Data Augmentation for Deep Learning: A Survey

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:2204.08610.

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

pith.paper-citation-record.v1
2204.08610 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:36:39.511049Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T04:24:32.505491Z

Reference resolution

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External citation measurements

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Outbound references

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Pith citing papers

Observation b5746d6c-b510-4231-8124-b870e14e5dfa · inbound

From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps cites this paper.

From Exploration to Revelation: Detecting Dark Patterns in Mobile Apps Image Data Augmentation for Deep Learning: A Survey

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:08:12.501397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f9144b96-7da3-4f71-8f66-fc510c51facb · inbound

PopSweeper: Automatically Detecting and Resolving App-Blocking Pop-Ups to Assist Automated Mobile GUI Testing cites this paper.

PopSweeper: Automatically Detecting and Resolving App-Blocking Pop-Ups to Assist Automated Mobile GUI Testing Image Data Augmentation for Deep Learning: A Survey

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T23:00:53.147034Z

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Observation 7aa68452-7745-4ed2-b93c-e705301f2c80 · inbound

Multi-Armed Bandit Approach for Optimizing Training on Synthetic Data cites this paper.

Multi-Armed Bandit Approach for Optimizing Training on Synthetic Data Image Data Augmentation for Deep Learning: A Survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:57.341791Z

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Observation 67d2fa11-9846-43e4-aad7-b2b8bb87702e · inbound

SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation cites this paper.

SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation Image Data Augmentation for Deep Learning: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T20:01:22.000337Z

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Observation 0b4c4f41-ec58-4d50-85d9-237bfbf44ae0 · inbound

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression cites this paper.

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression Image Data Augmentation for Deep Learning: A Survey

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T14:16:20.544618Z

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Observation 71084cfa-6ec8-4996-9096-33faf9026d4f · inbound

Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation cites this paper.

Mantis Shrimp: Exploring Photometric Band Utilization in Computer Vision Networks for Photometric Redshift Estimation Image Data Augmentation for Deep Learning: A Survey

Reference 142

Resolution: unresolved; no resolver link, observed 2026-08-10T20:15:40.344990Z

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Observation 81f09aad-2e4a-4efd-968a-69a9bed8b9c1 · inbound

Beyond and Free from Diffusion: Invertible Guided Consistency Training cites this paper.

Beyond and Free from Diffusion: Invertible Guided Consistency Training Image Data Augmentation for Deep Learning: A Survey

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T19:41:03.444913Z

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Observation d4ec8f25-c147-4a02-ab69-83a854c2fd3a · inbound

Remote Sensing Imagery for Flood Detection: Exploration of Augmentation Strategies cites this paper.

Remote Sensing Imagery for Flood Detection: Exploration of Augmentation Strategies Image Data Augmentation for Deep Learning: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:36:39.511049Z

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Observation efbc0807-7859-42a2-836e-875767373cf9 · inbound

When Dynamic Data Selection Meets Data Augmentation cites this paper.

When Dynamic Data Selection Meets Data Augmentation Image Data Augmentation for Deep Learning: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T04:29:01.890502Z

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Observation f98c3d59-7fa2-4d0b-8aa8-8754b21443d9 · inbound

Crowd Scene Analysis using Deep Learning Techniques cites this paper.

Crowd Scene Analysis using Deep Learning Techniques Image Data Augmentation for Deep Learning: A Survey

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-15T22:05:20.507434Z

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Observation 396220d7-31d5-4c24-9a8f-0066c2026068 · inbound

An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification cites this paper.

An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification Image Data Augmentation for Deep Learning: A Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:35:35.459516Z

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Observation c1f25212-52f9-406a-9abe-678ac5add60f · inbound

Automatic detection of overshooting tops and their properties from visible satellite channels cites this paper.

Automatic detection of overshooting tops and their properties from visible satellite channels Image Data Augmentation for Deep Learning: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:15:20.171870Z

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Observation 5e13e2cf-4b28-4250-861f-31848d6d56ce · inbound

3D Skeleton-Based Action Recognition: A Review cites this paper.

3D Skeleton-Based Action Recognition: A Review Image Data Augmentation for Deep Learning: A Survey

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T11:59:20.740075Z

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Observation 9cea9414-7b6b-4609-bce0-b51fa2c1f1b3 · inbound

Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection cites this paper.

Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection Image Data Augmentation for Deep Learning: A Survey

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T10:57:17.322190Z

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Observation de2c4e72-a52a-4091-a2ae-85709e1df397 · inbound

Curvature Enhanced Data Augmentation for Regression cites this paper.

Curvature Enhanced Data Augmentation for Regression Image Data Augmentation for Deep Learning: A Survey

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T05:52:59.104379Z

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Observation a5447e86-645c-4e4c-9463-75a0f3f2ca48 · inbound

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification cites this paper.

Hierarchical Deep Feature Fusion and Ensemble Learning for Enhanced Brain Tumor MRI Classification Image Data Augmentation for Deep Learning: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:35.029726Z

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Observation f5b87881-18c8-45af-a475-6ac91245331e · inbound

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification cites this paper.

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification Image Data Augmentation for Deep Learning: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:55:32.869018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0d2707b-60cc-43ad-ac3a-837849da7257 · inbound

Group Relative Augmentation for Data Efficient Action Detection cites this paper.

Group Relative Augmentation for Data Efficient Action Detection Image Data Augmentation for Deep Learning: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T12:55:40.626249Z

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Observation 841c0e85-ca2a-446f-a36d-0bebb99f3f3e · inbound

NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models cites this paper.

NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models Image Data Augmentation for Deep Learning: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T13:44:05.156495Z

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Unavailable: canonical work link unavailable.

Observation 3129f413-11d8-4e65-87df-925fdc76e3c4 · inbound

Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis cites this paper.

Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis Image Data Augmentation for Deep Learning: A Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T12:04:45.856660Z

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Observation c8db6f5d-0a4d-4c92-b1af-5bb7e9175ba2 · inbound

Improving Backward Conformal Prediction via Non-Conformity Score Transformation cites this paper.

Improving Backward Conformal Prediction via Non-Conformity Score Transformation Image Data Augmentation for Deep Learning: A Survey

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:20:13.775115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77f74109-c2ea-475a-b6eb-de497b49f3b4 · inbound

Improving Backward Conformal Prediction via Non-Conformity Score Transformation cites this paper.

Improving Backward Conformal Prediction via Non-Conformity Score Transformation Image Data Augmentation for Deep Learning: A Survey

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:39:31.027041Z

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Unavailable: canonical work link unavailable.

Observation 45c99349-3b6e-4fe6-b27a-e2ba0aeb6c09 · inbound

Now You See That: Learning End-to-End Humanoid Locomotion from Raw Pixels cites this paper.

Now You See That: Learning End-to-End Humanoid Locomotion from Raw Pixels Image Data Augmentation for Deep Learning: A Survey

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:27:32.290516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9c675589-c137-4423-9bfb-bf28e5617b02 · inbound

A Resource-Efficient Hybrid CNN-LSTM network for image-based bean leaf disease classification cites this paper.

A Resource-Efficient Hybrid CNN-LSTM network for image-based bean leaf disease classification Image Data Augmentation for Deep Learning: A Survey

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:05:24.441176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32c385d5-3711-4025-b769-bbb1c68c9f2b · inbound

CrackForward: Context-Aware Severity Stage Crack Synthesis for Data Augmentation cites this paper.

CrackForward: Context-Aware Severity Stage Crack Synthesis for Data Augmentation Image Data Augmentation for Deep Learning: A Survey

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T03:14:08.325608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1a6525f7-f75a-4ed6-94bb-93b81fde7af3 · inbound

AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation cites this paper.

AtteConDA: Attention-Based Conflict Suppression in Multi-Condition Diffusion Models and Synthetic Data Augmentation Image Data Augmentation for Deep Learning: A Survey

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:31:26.219857Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad789d30-b60a-4068-8ac3-162d2fc417ad · inbound

Assessing the Operational Impact of Poisoning Attacks over Augmented 3D Point Cloud Public Datasets for Connected and Autonomous Vehicles cites this paper.

Assessing the Operational Impact of Poisoning Attacks over Augmented 3D Point Cloud Public Datasets for Connected and Autonomous Vehicles Image Data Augmentation for Deep Learning: A Survey

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-08T04:24:32.507592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0798cee-cb5b-46ef-8559-c434a4145ff0 · inbound

AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis cites this paper.

AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis Image Data Augmentation for Deep Learning: A Survey

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T13:44:56.406588Z

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Observation eaa3a7bf-6530-4962-8029-ce39d17c8c83 · inbound

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color cites this paper.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Image Data Augmentation for Deep Learning: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.303774Z

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Observation b45c0b89-507a-43ad-9835-66e940a66c32 · inbound

Image Quality Dependent Degradation for AI Systems cites this paper.

Image Quality Dependent Degradation for AI Systems Image Data Augmentation for Deep Learning: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T01:41:03.565061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.