Paper Citation Record · LEDGER

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color

As of 11 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.14698.

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

pith.paper-citation-record.v1
2607.14698 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:23:32.905479Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation adc2fc42-a123-49a8-8d4c-2d0381b7b6e0 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:29.539140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76d2cea-6471-4a63-9d9d-8c6088d14737 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color OpenVLA: An Open-Source Vision-Language-Action Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:29.655623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cc5f748-9f94-4e20-90c1-8e09b1056297 · outbound

This paper cites SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color SmolVLA: A Vision-Language-Action Model for Affordable and Efficient Robotics

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:29.794981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65cb50ab-b912-43b8-a559-3a5217272fe6 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:29.912120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51946806-f639-4f9f-ab3f-b54b04f3df84 · outbound

This paper cites Jiang, Y.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Jiang, Y

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.043825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ac5d63-bcca-41a5-a2e7-4c5b1bfc03d2 · outbound

This paper cites Jiang, Z.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Jiang, Z

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.172886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4bc6939-51a2-4615-ab60-f2be7aaf3301 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.283789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5480c6-801d-41d5-832f-1e249a733495 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.427530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1909dbe-1de6-4231-8dc2-fd2eeed8d08f · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.555076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57542a54-072e-4ca7-9ffd-f0a9acc6774a · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.670137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75495ece-3418-4d10-a0d9-f6d2f7c4c51a · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.816314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce0cddc-67fa-4727-b008-766915b9c4ac · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:30.935418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd44077-3492-46b3-8079-5d8c99edabfe · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.053784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17c73970-3450-4714-a21c-899461e2c678 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.161414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b353306-a6d7-4726-acaa-331f7f5d31f3 · outbound

This paper cites Zhang, W.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Zhang, W

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.260067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6644e062-87f0-4c7c-87f0-4b4453dc34a1 · outbound

This paper cites LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.347905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b76226e-6622-4c0d-8bff-55e75c057e95 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.425538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4339f2-5ff8-425b-868b-d4e3e186e11c · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.528299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d69820-252c-4280-8de1-089b0034b851 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.637792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d487c7-66c3-4c1c-93cd-46f089148573 · outbound

This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Towards Deep Learning Models Resistant to Adversarial Attacks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.745762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01de98e2-c606-40c3-b2b3-7111ba5fdf1a · outbound

This paper cites Xhonneux, A.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Xhonneux, A

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:31.916758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b12f405-1f38-4595-9a9c-53f4158abcb5 · outbound

This paper cites Ganin, E.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Ganin, E

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.049812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a69bc2-f142-447f-84e4-705874f0c9f5 · outbound

This paper cites Hanif, M.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Hanif, M

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.195646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Image Data Augmentation for Deep Learning: A Survey.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e57ecd8-c56f-4ddf-8dbe-6618fbf3c81d · outbound

This paper cites Akiba, S.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Akiba, S

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.456399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8ea5cea-298a-4681-a1f7-1379ea3d3462 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.585437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 921164b2-6b36-44ae-a80c-1623d938a7a7 · outbound

This paper cites Todorov, T.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Todorov, T

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.674079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c5c6693-b821-4399-a5fb-649cd2af5f4f · outbound

This paper cites Knight, P.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color Knight, P

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.768837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b0ab6b-1e04-4443-9677-e407e93c327d · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T01:23:32.905479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.