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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 10 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 2026-08-10T06:31:04.303077+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

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=sha256:3316bbe82503b41a0e4ef719fd5681b73ebadedcf0dbb919cdf1d28b2b2316d9

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.676372Z digest=sha256:e20723fb584f2ca7c11821a4a8c3faa68e6123ce035422465d1df4b108faf192

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.685485Z digest=sha256:c592c8efba52930680bf06831e689e8f264cb630459431aa746f23b25d9b507b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.689267Z digest=sha256:f3022db6679cfdc185a4a950d71ec554384a7ef4fb463f945df97a19f6ab60ef

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
raw_fallback, observed 2026-08-08T22:18:28.134742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.693135Z digest=sha256:765dd7f1afb70d1752800d8d3d36c7224487e25aa24a378112da482bc208771f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.696899Z digest=sha256:db47f4eaa286b4c239ba0e0d6ff8c6debc42cc0a2791e26dba32cc77ff921a0d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.699607Z digest=sha256:4558edfad88d90d916f9e73c5bd3dda0ce99248168b98528ae3658d3e2bec96f

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=sha256:771622c35fb871203c2e702a821a61b6777e0e0d72a3ef1ecb53922cca8c43c9

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.707034Z digest=sha256:5f67228f45a4d0d9dd9bf6082603456c23f9cf54ab0a62cea05efd66b5b952fe

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.710400Z digest=sha256:96d1aa4b5e02f0358b044c45d841397fe52d7e3829adc78e1d78851e943a4d90

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
raw_fallback, observed 2026-08-08T22:18:28.034201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.713694Z digest=sha256:ec65d764d798755e0cce76996cd531da0411fad29e4dab44d9aef028a1acb280

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.717026Z digest=sha256:79e53f10924d5a41183819bea8cad5ddd2c7ba13c4eb4dc8a71e4293fa3ef0e7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.719599Z digest=sha256:0ca6c1dfdc3c9b3d3e69c0f41d0afdf235b533acb8f163439de541269f2d91ca

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=sha256:4bd8b195278cd958689c613a43aea29eb7abd2fb09dae3c38f833e9613b52d86

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=sha256:18fd73126600e7a4076bade0fad5600c94a62283f95318d46d5884900850facb

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.729900Z digest=sha256:15996629e65bfcfe8524d97fe71f907842bbf4be2a0d4710ec04bceaf3f0fbb4

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=sha256:4a2f50f1e8b1ac1bd3149f5726dd032b03e566ea2914d5dd99085e27c6733d47

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
raw_fallback, observed 2026-08-08T22:18:27.815364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.736848Z digest=sha256:314b24600e5bcef65c0c4bca926fed3512da2e0982e6258200167dc46dea5766

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.740272Z digest=sha256:005a3608a6809b48194d6ec2235a79ebd1f712b4733646b1072da7dd2004f812

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.744224Z digest=sha256:44611fcf7bd495e36f71ba7b0264c65d7afc243bbdaf1d9200cf455c1726209f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.747543Z digest=sha256:818d899ff16d5b2e951b8fbff606852d9086ea364ecfe3a05dcb1be41d05c665

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.809662Z digest=sha256:5d587760deb2249cd9f554db1c78eaeeeedf97b3cf35fb12a796b2f7eaf673be

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.946209Z digest=sha256:e84423cf334bb51d95b019c4754c5607cfa4a28668cc50871c49c0c455fe6c4a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:26.984523Z digest=sha256:1c4dc232bf5c6e0c296c6f7e11574158959d46adfa9c1b38bce66a89ef0e543d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.083446Z digest=sha256:8053cc9541639e4cbfe72e12acd9461060c6554ee1bd0632c7c0b9b9af53d877

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.120057Z digest=sha256:f4fddff8ce66641afcb915ed0cc591c73d288ab2264794aa31727b1b830eb03c

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.123707Z digest=sha256:1d378fcd405867de1220c1a69ded7da204e670b50ff6f46c44a60469d48961d2

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.127971Z digest=sha256:c7c72af8d2f65be59d2de5277f5a2440dbe83245511e18b34be292795984389a

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-08T22:18:27.131144Z digest=sha256:2d15550159b3e009fc26bacff14713d7c14abbbe6fee51753937adaea449ff14

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:eaca4eaf026c417bcc5c429654673510e075260dfaf89298a4274a03f144d7ac

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=sha256:383dc2e80d2f8a9abc1f032285e4d8dcdd58b72aa9231f0b05d010f4d191a9f4

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:a26d775899180d9f1bbffefe7c5df2ef94424de504835982e6495497378445f3

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

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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:d3f578ae6277b7ca17f6af9090a981e96dc52fdae972948639b7294329bf1e64

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

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source=arxiv_source observed=2026-08-08T22:18:27.148780Z digest=sha256:b7a83c6cc1ebf56feec7fb877d99dfdff6d3014f403fd3816a7d11c7379c929d

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