Paper Citation Record · LEDGER

Scaling Vision-Language Models Is Not Enough to Mitigate Bias

As of 14 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.28211.

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

pith.paper-citation-record.v1
2607.28211 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T14:32:40.857275Z

measured 56 of 56 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 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

56 of 56 outbound references displayed

verified exact0
verified fuzzy0
unresolved56
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c26edcce-a659-4162-9b48-bfefc04f5c4d · outbound

This paper cites Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.279767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59b654c-0709-466d-b33c-57a47161df78 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.290703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b770abe6-33cd-4e97-889f-eff67e7f398a · outbound

This paper cites Invariant Risk Minimization.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Invariant Risk Minimization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.299662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8458235-2684-4776-8257-c18fa3f3a88d · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.305803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eaa9d77-11d6-4e29-9798-6941e2536d73 · outbound

This paper cites Perception Encoder: The best visual embeddings are not at the output of the network.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Perception Encoder: The best visual embeddings are not at the output of the network

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.317400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b48f1d14-8c5e-42b1-934d-22c63ea5174b · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.323034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815c3b92-beaa-47ed-a573-33416de40fe3 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.329052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10aefaad-8650-4d38-994d-d9b86d25a913 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.334142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248f415d-35a4-4870-950d-7d1121221dce · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.354362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5652c9a-01fc-4b0e-99cf-af6d35cf3512 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.390236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57467b11-4142-4e11-abbb-9195d7c95dc3 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.428019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08b66ab8-a345-46ec-a330-58cadb3d8a6c · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.450023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b623f55b-d620-45ac-bc8b-b7cc7a08493e · outbound

This paper cites In IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias In IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.416479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f230b09e-2bfa-440e-807a-8c9168f68314 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.474636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdc91c2b-a116-4fa4-8511-c904dba54162 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.485364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d8d3e4-9b43-4c76-8cae-808c02d23580 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.491201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3371ee-2810-4b41-bd16-4afdc23ce6cf · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.463327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e10b644-7ad2-4453-9bbf-523083dda464 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.522361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62752a77-c09a-446a-a8bb-ca4c3a3614a5 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.535892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2e3af4-6de4-47c2-ac49-23b3bc406b9a · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.540373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a4ac81-4d2a-4a40-a8d8-7afc75388449 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.502206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd0952a-70cd-4008-97e3-ea1b672aa5e3 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.568144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3488c09-402e-4c59-b052-f5ec33360317 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.573170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca14849-f9e5-404d-8bfe-34f02bc799f5 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.582647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5005671-6923-46d8-b404-2bf48bf05790 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.552519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bce104d-5331-4d74-b7dc-d87d33b39744 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.594675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cea681e3-0e35-4981-a865-4e18f43b66c8 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.604440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 909ff73a-a579-4ead-bb7a-e431e8806994 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.616432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff4ed706-8005-49a2-8623-b6506e3c5478 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.624196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27259bfe-2ee5-489a-8884-06232bf4cc2f · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.587456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdb5a00d-3a34-4255-9615-8813e2c29542 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.646733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5845366-fdd2-48fd-a3e1-46148d43f192 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.658324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea5dec7c-ea08-48da-9684-02d10f21cf34 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.663344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f45fa3-49f4-40e5-ad2b-67a08ed6124f · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.634333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a9673b-d6be-4bbe-b617-82c78f3d1db3 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.718859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 037fefe9-a9a7-48b0-8964-c606c13e8bda · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.729223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59f0bba-b1c8-41ec-93a9-1ecb2abe3494 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.739158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6e802d-aed3-4323-98dd-1aedcaaaaf78 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.758843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8bf93c-cedf-40fc-9e04-dac1850dbed1 · outbound

This paper cites InProceedings of the 2024 International Conference on Multimedia Retrieval.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias InProceedings of the 2024 International Conference on Multimedia Retrieval

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.677515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a027000-0246-4575-a012-afb40a08f13a · outbound

This paper cites SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.782089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 667bb5c1-073c-48f1-bf30-47349078f263 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.787362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcf2fa81-0db3-49c5-be59-2d5edf534902 · outbound

This paper cites NLLB-CLIP -- train performant multilingual image retrieval model on a budget.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias NLLB-CLIP -- train performant multilingual image retrieval model on a budget

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.798062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ac81adc-f838-4d2f-941c-04e830ab9c0e · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.806653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 488fe49b-ad3f-4794-9ffc-b3cb4bc6ea21 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.745595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 931d88ba-da3b-4f23-9dd9-e0bc7bc750ad · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.830045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0761d98-5f30-491c-b76d-43f1cdc6a5c7 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.766268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a017b7d2-32e5-48e2-8a6c-6a0de7841e63 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.773349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26880d3b-38bc-4b63-805f-8c9b63577ce5 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.857275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce95cfc2-52b3-4aaf-96d1-d3898273bf35 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.818478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5c071f2-bc5b-4110-a5a9-a1f547a56bfe · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.837660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857e4d56-9183-4c01-9514-a7c6a4903f6a · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.847223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63a78c4-4940-486e-85be-a8137bf6f872 · outbound

This paper cites InAdvances in Neural Information Processing Systems.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias InAdvances in Neural Information Processing Systems

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.578097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2a2927-fb46-41e5-b63f-5d19a03803ea · outbound

This paper cites InInternational Conference on Learning Representations.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias InInternational Conference on Learning Representations

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.372536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3df7928-5103-49d6-892c-86b190b32aac · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.342760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44990ed6-754a-40b5-8eaa-622cc7b39b15 · outbound

This paper cites InProceedings of the IEEE/CVF International Conference on Computer Vision.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias InProceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.711574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b180af6-052e-463d-9117-0378e05bb106 · outbound

This paper cites an unresolved cited work.

Scaling Vision-Language Models Is Not Enough to Mitigate Bias Unresolved cited work

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-07-31T14:32:40.440880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.