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Paper Citation Record · LEDGER

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation

As of 22 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.09101.

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

pith.paper-citation-record.v1
2608.09101 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:38:02.072014Z

measured 34 of 34 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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02d34a61-9a60-4e23-9371-f39396f44822 · outbound

This paper cites SAM 3: Segment Anything with Concepts.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation SAM 3: Segment Anything with Concepts

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.890926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.890926Z digest=sha256:bae128796a4e5bd478d84f7e070a592b043694c08c0b29ce4a989ddcdeaba45c

Observation c2d1b5ed-efee-47db-89d6-b48a13c2313f · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.671672Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.900112Z digest=sha256:b955d9f968a487fb8cdbc6ea53bd099b167236b0b8cfb8a66a42d23d7ee80f3d

Observation c6bab5fa-b6af-4d8c-9c22-d4fcd1f48d9c · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.653507Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.906792Z digest=sha256:f6b53ed7fa8fce01ded3c2093959a2fbe5b466df04fa254fd1c06dd265733846

Observation c4409a58-3cfd-410a-881e-c767a866ba40 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation International Conference on Learning Representations (ICLR) , year =

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.637245Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.912047Z digest=sha256:c8c136a33b3220e3d8dae80acc49721441016f08ff7690ceea48486b9299600a

Observation ef6a5eee-6ee8-4cec-8f9c-4d71346bebd8 · outbound

This paper cites Proceedings of the 38th International Conference on Machine Learning , series =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the 38th International Conference on Machine Learning , series =

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.917900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.917900Z digest=sha256:865fbe14b66d2d1cdc4d4ccec83cdaf5d342bbe6592ea49de57ccccdfa1204c8

Observation e95259e9-1232-4af5-9890-01c84a1a2546 · outbound

This paper cites 2024 , note =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , note =

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.609346Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.923230Z digest=sha256:53d4fa15e84abace48d8fc87177ec304eebc4d0a52a36cf647b040405b987ad2

Observation ec7a53da-74b2-4d85-911b-2beab8614f7f · outbound

This paper cites 2024 , note =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , note =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.592273Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.928238Z digest=sha256:a8796914f2bb4f5e2d4134782b499a259551fbad3463013d1f4a7534ebe337d6

Observation 953b9f4e-ad49-4bbf-8237-ec589baf0ef3 · outbound

This paper cites 2021 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2021 , doi =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.573058Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.933258Z digest=sha256:326553ce9381d56adb45ad0bbb79713157bf36a42ee5e8b5fe7cdeb74774e7cc

Observation 5a00f680-93a5-43b0-ac6a-d670ef80766a · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.938925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.938925Z digest=sha256:1f1d6b7628c1e4fc28972d67c8a97f401d7f904077876f9097f1e083e10dcb93

Observation 1abf98b7-09ab-4098-851c-60ab424a9d3b · outbound

This paper cites 2025 , eprint =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2025 , eprint =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.543152Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.944168Z digest=sha256:49c671f212b0e116d51b2c44f3d9b6011b3c9ec9dccf5acd55261f931f85cb60

Observation a81b8cc8-a160-4865-bd76-834698cc45fc · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.527466Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.949362Z digest=sha256:22a6ed4618b3bd7e98274d6c0871bf7d8755f3405e7783929103313b349b350d

Observation 25e70540-37b7-4958-9667-12158c9ce432 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.509864Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.953956Z digest=sha256:8ea5e179dd224e3ad28e3a29ded5282165e50147362bbb2ed543cec849cfa552

Observation 1970bafd-5c7d-48e4-a390-2a3bd02f7474 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation IEEE Transactions on Geoscience and Remote Sensing , volume =

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.487850Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.958627Z digest=sha256:e2ecac43c55b5c660b80f030215716f55f037de6990721cb4aa5d472941b9034

Observation 4f714500-6249-430a-a4fb-79177466867f · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.465634Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.963566Z digest=sha256:a314cca7e71b6a1cfbf2381858105de82cdc9ce4a3220442a208e8ca402aef97

Observation 30824d42-2db1-4970-95bc-e430ad007594 · outbound

This paper cites Estimating label quality and errors in semantic segmentation data via any model.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Estimating label quality and errors in semantic segmentation data via any model

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T23:38:01.968964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T23:38:01.968964Z digest=sha256:e14c0fe709e62c9ce75dd20c82280669aa368584a4a26c9468d782899d2f78c3

Observation 9c39cc6b-ad5d-40a6-a30f-cb89bb0aeaab · outbound

This paper cites and Wang, Yi and Li, Qingyu and Zhu, Xiao Xiang , journal =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation and Wang, Yi and Li, Qingyu and Zhu, Xiao Xiang , journal =

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.447477Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.974750Z digest=sha256:10a66984369cb6247b8228ced88f799de5bdb40ea7243ac8678250b633d7e34a

Observation 0e42357c-4350-40d4-8b05-9e0033208f6d · outbound

This paper cites 2025 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2025 , doi =

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.430127Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.980934Z digest=sha256:a1e2dc704c87a3a393e39b9207ed40aa88d2b2c775198dd79b583441989d0c78

Observation a490007e-39c8-43fd-97b2-c72ef9202595 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , pages =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.413370Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.985885Z digest=sha256:7a5b49db1054e328f2b51ea9e1aa3324a23c7d514af753dc0cbf458754dc06ca

Observation f48e413b-e702-4233-b8e4-b675c4811a47 · outbound

This paper cites 2024 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , doi =

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.396718Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.991165Z digest=sha256:e42814a5a19ac459aeb6b2f5b9d5a6647ba8f4f7b9aee21eb37775c7596d1c5b

Observation 79692f53-9a9c-49ce-ac1f-a98805bb579c · outbound

This paper cites Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks , volume =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.377525Z

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.

source=arxiv_source observed=2026-08-11T23:38:01.995831Z digest=sha256:a02d88e67a4c0ea8ec94bc6b54c0bcf536bbc0c30ada17ffb430e53c8f00e6af

Observation 3eec7ec9-8bf7-4321-9d8c-38736818837a · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.360101Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.001024Z digest=sha256:0448e2d66f7201bbf62a6e89251f4aafd00c3ebce09499ea69b8478392fb07c4

Observation 319cbec3-7420-4264-85e7-e37e225b5fc6 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.343792Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.006006Z digest=sha256:a355b7e7e1c1330ea2fa41f38863730926e43e32a6b1a972f8f668728ddc64f6

Observation e07f43c5-a708-4463-894b-56c9b3f5f627 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.328160Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.011245Z digest=sha256:4c9a6ebeb6c6c9f895e1c2f341c13b8d5bca855907a005d71867bd2e43168484

Observation 3ae8de5c-dfe1-41a4-bb17-d70ef9aedba8 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.312146Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.017262Z digest=sha256:b9c3d5e2c73d37d773e2123c714faa3eb3c3d8f3f78d60e428139ff23da09441

Observation 1e707147-1f20-453e-9ae1-2b9ec45a676d · outbound

This paper cites 2018 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2018 , doi =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.296041Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.022334Z digest=sha256:f51d3919d15c4e56806ff4fa3e2eecd70acc53094f6570d8b85b0ff1556761b4

Observation 879adc3b-74fa-4f0c-b60a-74d609ca4313 · outbound

This paper cites 2021 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2021 , doi =

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.281059Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.027211Z digest=sha256:4aaa6b087c0c9c17ed21cd5b5ea4dfc1186c5045276bb429a687f1872e6ffb5b

Observation 479aca75-40a8-491b-9fd0-63e71f02b284 · outbound

This paper cites an unresolved cited work.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:38:02.265617Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.033505Z digest=sha256:2cbff866b05c2bef1e7005bccb00becbb2ed010e7930503b7e817fe7e5de1189

Observation 211fe955-fa48-4046-ab65-4425733971dd · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.249407Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.039040Z digest=sha256:6ce520a2a61d65b26565b8d6550c5d8e332084baed5347fce62fd996f04a86fa

Observation 53ddb660-3f73-43fc-8052-1fc30a589699 · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.231974Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.044526Z digest=sha256:030885b46452ca601a7b28dc385831c2a14e1073b02a9dcd3edcd0c251cdda15

Observation f4efac5c-059d-49f3-83af-75628ba02ea0 · outbound

This paper cites Proceedings of the European Conference on Computer Vision (ECCV) , pages =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the European Conference on Computer Vision (ECCV) , pages =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.215320Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.050037Z digest=sha256:3b6450b279c33b64a94f244361189ece4739159d27ba29e9f436a35708f5ee82

Observation 9622d2bd-4828-4df1-84f8-e0e74a548370 · outbound

This paper cites Extract Free Dense Labels from.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Extract Free Dense Labels from

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.199275Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.055069Z digest=sha256:3434a645a39fb3f7c155216a939a9e8ee79efda4d44edc3c89c9a97bad5ad0b1

Observation c4b074e3-6bf7-427d-bc4e-e8bfa75edfe8 · outbound

This paper cites , booktitle =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation , booktitle =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.182599Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.060657Z digest=sha256:a65f366a012e531e0f3477bc889ca825f307f50119e382bad2298384eea3fdd7

Observation 4fb560ff-c3cd-420a-81dc-722d08e8ce0b · outbound

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

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages =

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.163282Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.065983Z digest=sha256:e29d9827ac2261bf1cccdc530f104edd18b4f384039f892b7f35f1dad817a142

Observation dd1908ad-08b0-4db0-9315-37fdb03ee776 · outbound

This paper cites 2024 , doi =.

Contrastive Mask Fidelity: Reference-Free Auditing of Ground-Truth Masks in Remote Sensing Semantic Segmentation 2024 , doi =

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:38:02.145876Z

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.

source=arxiv_source observed=2026-08-11T23:38:02.072014Z digest=sha256:6807426b5f6a581c0a23e77f3f44099e3063d6e58aec2b1b19032781005a37c4

Pith citing papers

No inbound Pith citation observations are available.