Paper Citation Record · LEDGER

Uncertainty-Aware Token Importance Estimation in Spiking Transformers

As of 11 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2605.09276.

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

pith.paper-citation-record.v1
2605.09276 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:31:33.656789Z

measured 38 of 38 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

38 of 38 outbound references displayed

verified exact3
verified fuzzy5
unresolved30
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d9912fd-f754-408b-b1e8-2c9dc0b738e2 · outbound

This paper cites Berg, Timothy Melano, Jeffrey L.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Berg, Timothy Melano, Jeffrey L

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:41:40.459158Z

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.

Observation dea168cc-7629-430c-8c9f-ba22c9dda1c9 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.485666Z

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Observation 9906eec8-74e4-413a-ac6a-1e029301cb42 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.475839Z

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Observation 5a98dca0-3186-42d0-99ab-cc8e46e64b5f · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.479759Z

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Observation ec3adfaf-b520-4c34-a5e8-1e234b3e7e09 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.482610Z

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Observation e445987f-a34e-4af5-95c2-38595a5ef8ba · outbound

This paper cites 2002.Spiking neuron models: Single neurons, populations, plasticity.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers 2002.Spiking neuron models: Single neurons, populations, plasticity

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:41:40.505061Z

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.

Observation 44570448-04ea-49eb-bafe-d68c6cfffc17 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.508276Z

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Observation 350d2ba5-7015-44bd-b4b3-cc7cade8293f · outbound

This paper cites InInternational Conference on Machine Learning.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers InInternational Conference on Machine Learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:41:40.521746Z

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

Observation 22e64be3-5b26-47b8-aa9a-d03ec16c39e1 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.518500Z

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

Observation 4056da4e-28e2-4521-a5d2-547d056101c2 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.532933Z

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

Observation dd288987-a443-42ef-b46e-dc0caaef8f8e · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.501085Z

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

Observation 45ca4f1e-d512-4239-8c0c-be030f8a1ff8 · outbound

This paper cites AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.237346Z

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.

Observation 01905a76-d824-44dc-b0f2-eefe310501af · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.444887Z

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

Observation e252cf96-1912-4394-838a-8ecc2dd1d27f · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.436562Z

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

Observation 51689e1c-2a77-4d16-98e8-5e76c886b468 · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:41:40.465970Z

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

Observation d80ce82d-d4ce-447d-a861-74ac672f603e · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.441486Z

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Observation 6427263c-0906-4855-b1ee-3ae1bd1b18ea · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.448255Z

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

Observation be88a929-91f7-438b-89e0-08d660e43ff2 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.429134Z

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

Observation 4ce053e0-450b-43e9-a570-0b5741f477c6 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.413760Z

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

Observation 5ec180dd-14db-459e-b2a1-4a5ada39aff1 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.494305Z

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

Observation 3d9d0b66-5c78-4966-89df-b97e66dd7ede · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.497192Z

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

Observation 18e15146-c3cf-46af-8159-9afc042a071b · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.416932Z

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

Observation fc5a2a46-c7f6-43c2-89d5-4294961b1e19 · outbound

This paper cites 1976.A Mathematical Theory of Evidence.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers 1976.A Mathematical Theory of Evidence

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-12T14:41:40.491414Z

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

Observation 53e46fb9-3c5b-4e1e-b9f5-57424f57f7f5 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.410566Z

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

Observation ba7877ea-18d8-4156-b8fa-2fcbe4ffca96 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.488397Z

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

Observation bf5a2c58-0617-4f46-9a7a-1fe3c3465ec9 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.423727Z

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

Observation 9126694e-98d0-40f5-a68a-acf7c6a4a2f6 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.451774Z

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Observation 1f79ea4d-17e2-4434-8a51-cde3e570eef1 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.472299Z

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Observation 4eff39c6-158a-492e-96c3-39e0d82b3e03 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.420343Z

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

Observation d2e52f53-8399-4198-add0-f0d7155686e3 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.455127Z

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

Observation d960d763-8b8f-4b54-aff5-d00f63a7e786 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.462047Z

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Observation ad0058a9-c816-454a-86cc-f1d0ca360637 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.404186Z

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

Observation 2b8a12e1-cc92-4b3a-b710-f35406fdf957 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.529168Z

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

Observation 9006bd9a-d1b6-4b39-94aa-95d12f39f587 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.515535Z

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.

Observation c0ff016a-09ee-4aba-80a9-22558caeab49 · outbound

This paper cites Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.253643Z

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.

Observation 0e4e8541-77ad-4da2-8cdc-6d9312943479 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.397360Z

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.

Observation 08934ef5-fe26-4321-9963-24981aa39ffb · outbound

This paper cites Spikformer: When Spiking Neural Network Meets Transformer.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Spikformer: When Spiking Neural Network Meets Transformer

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.215923Z

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.

Observation 73edaaec-8be3-4171-a2da-a45130c5a2cf · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Token Importance Estimation in Spiking Transformers Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-05-12T14:41:40.394223Z

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.

Pith citing papers

No inbound Pith citation observations are available.