Paper Citation Record · LEDGER

Geometric Collapse: When Vision Models Fail to Verify Physical Causality

As of 22 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.06871.

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

pith.paper-citation-record.v1
2607.06871 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:03:04.984680Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

42 of 42 outbound references displayed

verified exact1
verified fuzzy35
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 728aa2a0-525e-41f6-a1e1-30d29d32da31 · outbound

This paper cites ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.943931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d539287-b527-4ec6-9a2c-33b4c7a18e60 · outbound

This paper cites ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.932943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4954d931-0b2d-4d5a-b0c2-453750186f1b · outbound

This paper cites Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.939399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0c8bf2da-0743-47fd-96ea-b97cbf234e53 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.277429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a6acf6da-5b1f-490d-b506-25ceefb6f66d · outbound

This paper cites 2024 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2024 , eprint=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.324432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 34e6f010-501f-4b97-a7c4-a1d47b6b63fb · outbound

This paper cites 2021 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2021 , eprint=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.310532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6b00b92f-9fd2-4ae7-bdf9-1dcb9683304b · outbound

This paper cites 2020 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2020 , eprint=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.303072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07a2530b-12b0-41f5-85fa-abb36a369f51 · outbound

This paper cites 2024 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2024 , eprint=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.312227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa156651-47c8-47ef-a2ed-919618c61251 · outbound

This paper cites ICLR , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ICLR , year=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.314155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7bfca9ce-dfc1-4392-bcf4-8e7ca3921bc4 · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.945038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c7a0299-e61a-4c44-9a82-82f3087fe940 · outbound

This paper cites ECCV , pages=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ECCV , pages=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.315799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 445c665f-1392-42a3-97d3-dd2d292d4383 · outbound

This paper cites Segment Anything.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Segment Anything

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.942250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de38caad-b420-4283-b3a3-8b9842b0aedb · outbound

This paper cites 2020 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2020 , eprint=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.305387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a906841-422e-4544-a815-f1e505e5f77a · outbound

This paper cites ACM Transactions on Graphics , volume=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ACM Transactions on Graphics , volume=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.308761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d649d06a-92de-4001-83d2-9436760443c3 · outbound

This paper cites 2021 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2021 , eprint=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.307094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6031fac2-865b-4815-91e3-0a50ac366f55 · outbound

This paper cites 2018 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2018 , eprint=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.317388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3623bbeb-d8ba-4144-85a7-a227afc3e7ea · outbound

This paper cites 1982 , publisher=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 1982 , publisher=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.326453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eb5ea4c7-76ad-4b93-b8bc-ae924ee5e719 · outbound

This paper cites 1979 , publisher=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 1979 , publisher=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.291108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee6e5a17-69e1-4558-bb90-e89f48114d50 · outbound

This paper cites Science , volume =.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Science , volume =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.293515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 02308539-e5ca-498c-9699-8d022c4e1a61 · outbound

This paper cites CVPR , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality CVPR , year=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.295231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9fd7b8aa-f099-4f18-9e55-7da48d0806a8 · outbound

This paper cites Annual Review of Psychology , volume=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Annual Review of Psychology , volume=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.274639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9981b68-1f3c-476b-9ee9-5580c3c9b6d1 · outbound

This paper cites A Computational Approach To Edge Detection , volume =.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality A Computational Approach To Edge Detection , volume =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.287319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4f42ad9d-1ac8-4f48-b6d0-2bef7aa7c75a · outbound

This paper cites Rethinking Atrous Convolution for Semantic Image Segmentation.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Rethinking Atrous Convolution for Semantic Image Segmentation

Reference 23

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:06:37.930053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 08120851-7651-4a57-be21-e17885cbb568 · outbound

This paper cites Journal of Graphics Tools , volume=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Journal of Graphics Tools , volume=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.289239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a59d48a2-72f1-4a5f-8e42-bca2d7d2ba20 · outbound

This paper cites Alvey Vision Conference , volume=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Alvey Vision Conference , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.285159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5c74c229-2dd9-45d8-b591-5e4c6a50dbe1 · outbound

This paper cites Are We Ready for Autonomous Driving? The.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Are We Ready for Autonomous Driving? The

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.301492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f2c26b19-b390-4e35-bca1-b694968c494c · outbound

This paper cites Lawrence and Doll.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Lawrence and Doll

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.329399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f010dd73-1088-4146-8aaf-3238b440a9d4 · outbound

This paper cites Wichmann.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Wichmann

Reference 28

Resolution: verified exact; doi, observed 2026-07-10T00:06:37.675113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T19:38:06.269822+00:00.

Observation b6bbcb96-d0f0-4b2f-be72-db512368aae9 · outbound

This paper cites CVPR , pages=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality CVPR , pages=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.279379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 559a55ff-e99d-42fd-983c-bfdc5b9e52d2 · outbound

This paper cites JMLR , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality JMLR , year=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.272953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6b1b285-a046-4ad9-bafb-e5aa8692b428 · outbound

This paper cites 2025 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2025 , eprint=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.275388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation eccd3e54-bab3-4f8d-aa8f-f3c496465380 · outbound

This paper cites NeurIPS , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality NeurIPS , year=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.271198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3d76a01-a473-4e49-b09d-004d2c20f8f1 · outbound

This paper cites 2022 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2022 , eprint=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.285433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a2dcf03f-58de-4f31-ab61-e432596403f4 · outbound

This paper cites 2017 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2017 , eprint=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.283321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f8719fb3-5499-4589-bccb-015eab8290f6 · outbound

This paper cites 2018 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2018 , eprint=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.317137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5944fd3a-2d23-40cc-bd20-5e92353264fe · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.335359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4ccde63-1fc0-4160-87bf-54d2f9fa521c · outbound

This paper cites 2020 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2020 , eprint=

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.320912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a93f15d4-73d0-4848-8eb1-be06774e9338 · outbound

This paper cites 2019 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2019 , eprint=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.313807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 606bfa70-0388-4bd5-a15b-84fa08e3dfc2 · outbound

This paper cites 2021 , eprint=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality 2021 , eprint=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.318812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b615d90a-1cb4-47fe-9ed4-668a17d2b687 · outbound

This paper cites ICML , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ICML , year=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.319108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8c50f89e-b8fd-4364-81b4-f925b58a2aa3 · outbound

This paper cites ICLR , year=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality ICLR , year=

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.322636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1d8c575c-a04c-4987-8d5e-44fe1504fc46 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=.

Geometric Collapse: When Vision Models Fail to Verify Physical Causality Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T00:06:38.331436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.