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Paper Citation Record · LEDGER

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2502.04593.

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

pith.paper-citation-record.v1
2502.04593 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:18:27.148780Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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 exact2
  • verified fuzzy17
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2086ae5c-9d99-428f-9403-4c07fb5b4b5f · outbound

This paper cites write newline.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:26.619250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:26.619250Z digest=sha256:3ce7e9f3e4ae62afc8a8a766073b56f4075f2bc66c5dd6365070833841c114ed

Observation 7f6834c0-a634-4d0c-83ff-a93d306fd592 · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:28.429882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.676372Z digest=sha256:4339b4e85a294964b5e3311af0aca688113edc268b106a475285a3cdf0f684a9

Observation 2554f487-d714-42f8-ab53-2638af3a9454 · outbound

This paper cites A., Leos-Barajas, V., Mills Flemming, J., Nielsen, A., Petris, G., et al.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance A., Leos-Barajas, V., Mills Flemming, J., Nielsen, A., Petris, G., et al

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.322579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.685485Z digest=sha256:549f98e236fb25ae951fe88bd9dd92c59b0ccf1810be9b046068a5bcca54b937

Observation 89975226-db56-40f5-a12d-ae4f6a209c69 · outbound

This paper cites Towards Mode Balancing of Generative Models via Diversity Weights.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Towards Mode Balancing of Generative Models via Diversity Weights

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-08T22:18:27.410574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.689267Z digest=sha256:23f020b43fdb1e43d00856c4f501d0a8e94b80cbd56066f7bc3934998876495f

Observation 6171ec68-15f6-4d4b-91ca-f1eadd27d020 · outbound

This paper cites T., Rubanova, Y., Bettencourt, J., and Duvenaud, D.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance T., Rubanova, Y., Bettencourt, J., and Duvenaud, D

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.693135Z digest=sha256:ca51ec0226aa0b55bbd1d47a4bdba4df94c343a64785ecc4ec4f3e27b9a90dcf

Observation 637b522b-37c0-4ede-bd7a-4fb65e3f9af7 · outbound

This paper cites C., and Bengio, Y.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance C., and Bengio, Y

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.076394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.696899Z digest=sha256:abcb5f25594afd93f633b416b77ebc27886e883360e4643cec3eff5628b6005e

Observation 0b2e1147-8c58-4972-8ac2-f20d838db16f · outbound

This paper cites H., Siegel, M., Fries, P., and Engel, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance H., Siegel, M., Fries, P., and Engel, A

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.065330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.699607Z digest=sha256:2fc9fee5d800aa96fe87bc857735297519f217d15a88b74666f63e607c69fb1b

Observation 49c83456-9402-4b0f-a287-2333c54050c8 · outbound

This paper cites Neural Diffusion Processes.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Neural Diffusion Processes

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:26.703226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:26.703226Z digest=sha256:bce760e809f42137f6031fd21990d55e58701390c0d3a54bdd1741e47aee7d0d

Observation 0e5f081e-d166-4d38-bd6f-f392688b49f6 · outbound

This paper cites K., Paquet, U., and Winther, O.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance K., Paquet, U., and Winther, O

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.055311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.707034Z digest=sha256:c0668acf6e1acfb2cbc89a16f071fa6625dc4b75a2c68faacd4dbcebbbbb5286

Observation 62753f6c-add8-441c-8a8f-f5c52afe4d2c · outbound

This paper cites and Dieng, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance and Dieng, A

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.045102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.710400Z digest=sha256:ac2f6c69a81a0012fd78863d7d15da0a9edccf272bde6b7d63242a92b05873ff

Observation 0e7fb3bf-8fab-41a1-bae1-13cdb9f9ac09 · outbound

This paper cites I., Benjamin, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance I., Benjamin, A

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.713694Z digest=sha256:6a35be73d441679e5f313b139a6b988b0f696ade041f4d702e7fd77464ce18c4

Observation 37276a8d-408a-4dc9-ba82-c5a934643bee · outbound

This paper cites I., Perich, M.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance I., Perich, M

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:28.023669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.717026Z digest=sha256:affcb9b910fb729ecba689be137422e730f75ce28474b82438b054756f6715ba

Observation 0a2ce857-db2f-4855-8258-18962ed0a41c · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:27.927802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.719599Z digest=sha256:5a190027b20ae6da60a77c21a0ce67cf35443a3d1b8b1421968130c097c532f6

Observation 3420e78a-2d72-43ae-a315-3bb5681a164d · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:26.722934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:26.722934Z digest=sha256:f6e1048574399eac157f6a9d6d092cf301c5e2fb93ee6d46877919a565b41e75

Observation 61276882-73f4-4337-bc13-36421ddc0c04 · outbound

This paper cites Beyond Aesthetics: Cultural Competence in Text-to-Image Models.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Beyond Aesthetics: Cultural Competence in Text-to-Image Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:26.726297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:26.726297Z digest=sha256:a560ea626c8c3ce59a51f4eaa4eccb5d69ef4dbf59ae12fde2c894b8b552bfa2

Observation 0fd34928-e01d-45f3-a3de-7d9231ae07b3 · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:27.824931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.729900Z digest=sha256:d9aaf4dbbff33c9ed2b310afbe0a4b1ac23be47f270b2065a7528b7eb47ea6c8

Observation 2055b2a4-ade9-444b-bc15-1800d153ab02 · outbound

This paper cites Diffusion Models for Time Series Applications: A Survey.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Diffusion Models for Time Series Applications: A Survey

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:26.732881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:26.732881Z digest=sha256:e1d7ecfd226d0d5d7dbccd00cf696f9cdc04bc5ad77ec793cf2b6c8042f62b36

Observation d818561b-c8ec-4a56-a7f9-50b952653313 · outbound

This paper cites B., and G \'o mez-Gualdr \'o n, D.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance B., and G \'o mez-Gualdr \'o n, D

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.736848Z digest=sha256:230ea1c074015a3415f86c4be08291e897f8e7449aa29554b7f0c7963c37a662

Observation 1dedab79-e97a-45d8-88fe-a4d7d704128a · outbound

This paper cites and Khalili, N.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance and Khalili, N

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.806133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.740272Z digest=sha256:06533f7c9253ed7255838eff301112759f1b500236c5cbdfcdd341ccef0f9efc

Observation 6e0338d6-071d-44de-8330-c48938af82f0 · outbound

This paper cites and Dieng, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance and Dieng, A

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.796622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.744224Z digest=sha256:e6e3ab2f325c90327baffef4696cec5fd669368c8e10ba36728ba73a18b3b30e

Observation 9a77e70a-27f5-47f6-be1a-64d806ea2e33 · outbound

This paper cites P., Bencomo, G.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance P., Bencomo, G

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.787303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.747543Z digest=sha256:c7b35fbaa3b5de03ccdfe1709bdb07bbd5eb6b4a07068d092b8d2052a23078a4

Observation dc739382-c6e0-478f-83cb-b2d60c4d01a4 · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:27.777176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.809662Z digest=sha256:7d73f88294be9b6ab7bd002df493c01d54a7100e6d9d0760b5da4559aa5e9918

Observation 550d48b7-4ed8-4119-bcf0-6be064bde228 · outbound

This paper cites S., Seeger, M.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance S., Seeger, M

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.731088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.946209Z digest=sha256:2095cfe07ad7f6f618d347a4c5b4c90bce44d0a57fd40b0e0c345993b403eb77

Observation 6be72717-40e3-4c1a-9296-78d94cfa4772 · outbound

This paper cites R., Arai, K., Frank, L.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance R., Arai, K., Frank, L

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.503623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.984523Z digest=sha256:b492adeddcf47763cdd37c70d0813b3b755e8858517892a118bbad2eb75dc15d

Observation 106403af-1923-4ef8-bade-b44db0d72b46 · outbound

This paper cites Alternators For Sequence Modeling.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Alternators For Sequence Modeling

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-08T22:18:27.281794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.083446Z digest=sha256:93bec18f60bf1150a3130b82bf838b18e10fcab004830fabb8733fb4117654c9

Observation 8ac6994e-118e-4707-8297-b299c449c96c · outbound

This paper cites R., Gillespie, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance R., Gillespie, A

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.471686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.120057Z digest=sha256:4084a76d400a2912e2397e5d3fb6312524f9b13d9729313c6250b999f59f75d3

Observation b0e1550c-07e3-4f0b-a6ab-967b592d8f9f · outbound

This paper cites R., Hadjinicolaou, A.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance R., Hadjinicolaou, A

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.462245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.123707Z digest=sha256:a7a51afdb86ff557f6e3a9ffc3a9925c5aff220f6b5b8d4baa62cd2fcbaf9233

Observation 1592d083-22ec-4628-9b5b-8e62f957aca2 · outbound

This paper cites R., Jeoung, H., Gharamani, A., Saha, U., Bhat, V., Popovic, M.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance R., Jeoung, H., Gharamani, A., Saha, U., Bhat, V., Popovic, M

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:18:27.452120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.127971Z digest=sha256:2b2b0144cfb716ff4da0d640938b230b3adf00677656957c1c9db38810ee2c3c

Observation f4897de6-5ddb-4e37-b73f-d527e1f114dd · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:18:27.440207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.131144Z digest=sha256:133f37be6a7bd1f4d4f1bd47b0084e5f7ff89ae4d1eebe8a7d80c2310c06dee4

Observation ae9881b6-dc27-4e56-8102-e1c2977671e0 · outbound

This paper cites Protein-Mamba: Biological Mamba Models for Protein Function Prediction.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Protein-Mamba: Biological Mamba Models for Protein Function Prediction

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:27.134893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:27.134893Z digest=sha256:c9f34fe4f06b006a6d5d470a420f032086d9d8f27faea3ab06e2371b9db66206

Observation ab9f9921-9511-4b83-983e-75f217d8a82d · outbound

This paper cites Mamba in Speech: Towards an Alternative to Self-Attention.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Mamba in Speech: Towards an Alternative to Self-Attention

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:27.138452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:27.138452Z digest=sha256:e4ac02e8cc03d4860e2e3498c748fe7719638906f1f8382a0e872a7ac405435a

Observation f3e30de3-dabc-4231-8056-2ca3af861933 · outbound

This paper cites @esa (Ref.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance @esa (Ref

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:27.142351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:27.142351Z digest=sha256:04bdf57fd8aa9f3763466998d5251023d50e6b38364a9626d8671e41f6f2d034

Observation 70034a63-6517-461c-8814-490179ef1dee · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:27.145904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:27.145904Z digest=sha256:e38351dffc1e943ad37fe15b8ab9b9e957fa76979ce0851afdcfa9b66fc58662

Observation 384a3fc6-e4cf-47a0-bb2e-6fc0c6c37756 · outbound

This paper cites an unresolved cited work.

The Alpha-Alternator: Dynamic Adaptation To Varying Noise Levels In Sequences Using The Vendi Score For Improved Robustness and Performance Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-08T22:18:27.148780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:18:27.148780Z digest=sha256:08539b464e349f30b6bef87e569785fef11c2caee5b2483d53ed6af8b4444fb8

Pith citing papers

No inbound Pith citation observations are available.