Paper Citation Record · LEDGER

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation

As of 13 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2507.18348.

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

pith.paper-citation-record.v1
2507.18348 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:36:45.374842Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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 exact3
verified fuzzy21
unresolved10
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67a1695f-d1d0-42f9-94f3-75e7fc59bbac · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.263593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1fc2f06-9474-4c32-9cff-0d154270abeb · outbound

This paper cites A simple framework for contrastive learning of visual representations.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation A simple framework for contrastive learning of visual representations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.236798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 08317e5c-7677-4a97-ba42-2b385332fa01 · outbound

This paper cites Generative adversarial networks in computer vision: A survey and taxonomy.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Generative adversarial networks in computer vision: A survey and taxonomy

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.223992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4028bc84-3b4e-4245-9f44-d52fba20b155 · outbound

This paper cites A survey on bias and fairness in machine learning.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation A survey on bias and fairness in machine learning

Reference 4

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Source-reported events for the cited work

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Observation 00352281-b8ee-47e7-a352-d652ca032f12 · outbound

This paper cites A survey on bias in visual datasets.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation A survey on bias in visual datasets

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.205290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8064886c-3093-4474-b7e2-d49ceb6d28f9 · outbound

This paper cites Frcsyn challenge at cvpr 2024: Face recognition challenge in the era of synthetic data.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Frcsyn challenge at cvpr 2024: Face recognition challenge in the era of synthetic data

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.190417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f11070f3-4447-4fc1-93a5-07a3991dc3f9 · outbound

This paper cites Bias in data-driven artificial intelligence systems—an introductory survey.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Bias in data-driven artificial intelligence systems—an introductory survey

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.169078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7886bbe7-f482-4563-b7a8-32359af65371 · outbound

This paper cites Facex: Understanding face attribute classifiers through summary model explanations.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Facex: Understanding face attribute classifiers through summary model explanations

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.155384Z

Source-reported events for the cited work

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Observation a9fa1141-ce27-4a72-a2f6-6d0793e32fea · outbound

This paper cites Spurious correlations in machine learning: A survey.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Spurious correlations in machine learning: A survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.293188Z

Source-reported events for the cited work

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Observation 2b5c6b26-43fd-41fe-9905-e9473cac6e83 · outbound

This paper cites Unbiased Supervised Contrastive Learning.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Unbiased Supervised Contrastive Learning

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:36:45.775968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a4d45866-0916-46f0-b786-26f8affafa7e · outbound

This paper cites A whac-a-mole dilemma: Shortcuts come in multiples where mitigating one amplifies others.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation A whac-a-mole dilemma: Shortcuts come in multiples where mitigating one amplifies others

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.145354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92e8e4a1-fcb0-4b01-b6f3-3d81345eb119 · outbound

This paper cites Frcsyn-ongoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Frcsyn-ongoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.135011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f2416782-c271-4cf1-b2e6-a494c77a9d9b · outbound

This paper cites Towards fair face verification: An in-depth analysis of demographic biases.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Towards fair face verification: An in-depth analysis of demographic biases

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.123706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5e328845-848d-4adb-a491-f6a48e20ca46 · outbound

This paper cites Learning de-biased representa- tions with biased representations.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Learning de-biased representa- tions with biased representations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.113152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 99c5a10f-1276-46c7-b909-0feda690b9c3 · outbound

This paper cites Deep residual learning for image recognition.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Deep residual learning for image recognition

Reference 15

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Source-reported events for the cited work

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Observation 693c27ec-ef44-4cbc-8b17-37b9c9a38650 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Efficientnet: Rethinking model scaling for convolutional neural networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.314750Z

Source-reported events for the cited work

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Observation c4873376-c5b1-476a-b2c5-1b73fcb7f899 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.318028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f086b626-bc4f-4876-abd8-f1dfdc3c2f20 · outbound

This paper cites Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.321189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dccfc226-4e51-487c-8693-b74776da05dc · outbound

This paper cites Towards fairness in visual recognition: Effective strategies for bias mitigation.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Towards fairness in visual recognition: Effective strategies for bias mitigation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.071143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 57d88537-8dea-4232-8388-0b49de60ea1b · outbound

This paper cites End: Entangling and disentangling deep representations for bias correction.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation End: Entangling and disentangling deep representations for bias correction

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.055766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 65965dfc-6be1-4f72-9faf-71a814a330d9 · outbound

This paper cites Unbiased classification through bias-contrastive and bias-balanced learning.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Unbiased classification through bias-contrastive and bias-balanced learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.044092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4d344e06-ec80-462c-a489-09ea5e8958fe · outbound

This paper cites BAdd: Bias Mitigation through Bias Addition.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation BAdd: Bias Mitigation through Bias Addition

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.336408Z

Source-reported events for the cited work

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Observation a711ccaf-d13e-41ea-960d-a405d09a6cd3 · outbound

This paper cites Learning from failure: De-biasing classifier from biased classifier.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Learning from failure: De-biasing classifier from biased classifier

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.027942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dc2fd091-c667-4836-a8ab-5e0b39c27099 · outbound

This paper cites Gradient starvation: A learning proclivity in neural networks.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Gradient starvation: A learning proclivity in neural networks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.342871Z

Source-reported events for the cited work

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Observation 569ab2de-8bae-4da0-8b33-a0113d029a34 · outbound

This paper cites Just train twice: Improving group robustness without training group information.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Just train twice: Improving group robustness without training group information

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:46.008673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81d36c7c-52b3-4607-9cc4-4b2f33ea1fc1 · outbound

This paper cites Discover and mitigate unknown biases with debiasing alternate networks.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Discover and mitigate unknown biases with debiasing alternate networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.996862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 66849de8-00bb-4514-a132-ffb21c5253c1 · outbound

This paper cites Flac: Fairness-aware representation learning by suppressing attribute-class associations.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Flac: Fairness-aware representation learning by suppressing attribute-class associations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.974796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c0aebb36-33c5-46b4-acd6-b896c304de29 · outbound

This paper cites Mavias: Mitigate any visual bias.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Mavias: Mitigate any visual bias

Reference 28

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:36:45.717845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4189568e-96f4-4442-bd31-75baa2b553a4 · outbound

This paper cites Supervised contrastive learning.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Supervised contrastive learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.963846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5be9dca4-b3b0-4174-94c2-0382063ce9b7 · outbound

This paper cites Age progression/regression by conditional adversarial autoencoder.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Age progression/regression by conditional adversarial autoencoder

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.954071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 112167b5-6278-481d-8e6b-236c82c97955 · outbound

This paper cites Deep learning face attributes in the wild.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Deep learning face attributes in the wild

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T14:36:45.364216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30af9dbc-537c-4b66-840d-9bf5fab0aa4a · outbound

This paper cites Noise or signal: The role of image backgrounds in object recognition.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Noise or signal: The role of image backgrounds in object recognition

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.938035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2fe2a3ae-46fc-46a5-aa1e-2b8b9d005aa2 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Imagenet: A large-scale hierarchical image database

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:36:45.927132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5521d545-102a-4c9e-85f4-42dec66e5cec · outbound

This paper cites Say my name: a model’s bias discovery framework.

VB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation Say my name: a model’s bias discovery framework

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:36:45.587028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.