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Paper Citation Record · LEDGER

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy

As of 18 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2608.05546.

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

pith.paper-citation-record.v1
2608.05546 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:11:59.366691Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved5
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3e0ab73-e57c-419f-aea2-a3e6e1ab94eb · outbound

This paper cites 2015, TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems, https://www.tensorflow.org/.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2015, TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems, https://www.tensorflow.org/

Reference 1

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unresolved
no resolver link, observed 2026-08-08T11:11:59.300894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 50a5633b-2738-44fa-ab67-01b7e93bfe21 · outbound

This paper cites Development of production-ready GPU data processing pipeline software for AstroAccelerate.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy Development of production-ready GPU data processing pipeline software for AstroAccelerate

Reference 2

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metadata mismatch
local_arxiv, observed 2026-08-08T11:11:59.399466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 732242ba-6f8c-4c6f-a713-89bcd1cfb0c1 · outbound

This paper cites an unresolved cited work.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy Unresolved cited work

Reference 3

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unresolved
raw_fallback, observed 2026-08-08T11:11:59.576310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 74b0b9d0-b88f-4747-b0e8-62d4aa2fb5a2 · outbound

This paper cites 2001, Astronomy & Astrophysics, 378, 327.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2001, Astronomy & Astrophysics, 378, 327

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.566216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1cb50ad6-350f-4603-9dce-0579577c4f37 · outbound

This paper cites 2024, Monthly Notices of the Royal Astronomical Society, 529, 4719.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2024, Monthly Notices of the Royal Astronomical Society, 529, 4719

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.556659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f857dd2d-f0ed-480f-a760-13789b47d24c · outbound

This paper cites 2011, Astrophysics Source Code Library, ascl.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2011, Astrophysics Source Code Library, ascl

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.546574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 01ccc100-819a-4b30-9c05-a6c23896c4b9 · outbound

This paper cites J., Carli, E., & Desvignes, G.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy J., Carli, E., & Desvignes, G

Reference 7

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raw_fallback, observed 2026-08-08T11:11:59.536814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation fe09a4f5-73be-401a-854f-a242a7337e71 · outbound

This paper cites an unresolved cited work.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy Unresolved cited work

Reference 8

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unresolved
raw_fallback, observed 2026-08-08T11:11:59.527180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 19320025-1650-47c8-a8d8-03726b02773d · outbound

This paper cites 2022, Monthly Notices of the Royal Astronomical Society, 510, 1393 NVIDIA Corporation.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2022, Monthly Notices of the Royal Astronomical Society, 510, 1393 NVIDIA Corporation

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.516962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 8f5b5d4c-dd24-412b-b02e-2ca42a8d9603 · outbound

This paper cites 2010, Astrophysics Source Code Library, ascl.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2010, Astrophysics Source Code Library, ascl

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.507098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9833e035-c94d-4407-8370-5f0a07981f0c · outbound

This paper cites 2010, Monthly Notices of the Royal Astronomical Society, 405, 155.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2010, Monthly Notices of the Royal Astronomical Society, 405, 155

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.497261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 585bea62-643b-4cfc-a55d-60b9429dcaef · outbound

This paper cites 2012, Astronomy & astrophysics, 539, A95.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2012, Astronomy & astrophysics, 539, A95

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:59.487638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 4e42080f-5a7e-4f1a-b35c-9ad47c26ff2e · outbound

This paper cites an unresolved cited work.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy Unresolved cited work

Reference 13

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unresolved
raw_fallback, observed 2026-08-08T11:11:59.478352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6176591a-806d-46a9-bcee-ba9bb5d8e2c5 · outbound

This paper cites 2019, Advances in neural information processing systems, 32.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2019, Advances in neural information processing systems, 32

Reference 14

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unresolved
no resolver link, observed 2026-08-08T11:11:59.348127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:59.348127Z digest=sha256:cde34a96e5814a31eeb76b4f6de9c15ea83c8bbb6c09904a24e533852283d0c3

Observation 43fb0b9e-f6c9-4f68-8c16-5a5b03fbda57 · outbound

This paper cites 2019, The Astronomy and Astrophysics Review, 27, 4.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2019, The Astronomy and Astrophysics Review, 27, 4

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 86985469-3cce-429b-b1ed-dca4aa8ab3a0 · outbound

This paper cites J., Wicenec, A., Bennamoun, M., & Dodson, R.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy J., Wicenec, A., Bennamoun, M., & Dodson, R

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 396d37dd-5e11-4385-883a-f8f215735fd3 · outbound

This paper cites M., Eikenberry, S.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy M., Eikenberry, S

Reference 17

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 715cb1e6-7371-4c31-b06d-9f219754bbc2 · outbound

This paper cites 2015, in International Conference on Medical image computing and computer-assisted intervention, Springer, 234–241 sigpyproc developers.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2015, in International Conference on Medical image computing and computer-assisted intervention, Springer, 234–241 sigpyproc developers

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a4080f19-b6f4-4bec-813e-112b813baf03 · outbound

This paper cites 2026, SPECTRALib: Synthetic Pulsar Emission, Contamination, and Transients Radio Astronomy Library,, GitHub software repository https://github.com/jack-white1/SPECTRALib.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2026, SPECTRALib: Synthetic Pulsar Emission, Contamination, and Transients Radio Astronomy Library,, GitHub software repository https://github.com/jack-white1/SPECTRALib

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation cbc5b365-3848-4fd9-bfe5-7f31c8e0f60d · outbound

This paper cites 2022, Monthly Notices of the Royal Astronomical Society, 513, 4787.

MARS: A Lightweight Morphology-Aware RFI Segmentation Network for Mask-Guided Mitigation in Radio Astronomy 2022, Monthly Notices of the Royal Astronomical Society, 513, 4787

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Pith citing papers

No inbound Pith citation observations are available.