Paper Citation Record · LEDGER

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications

As of 5 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2405.00892.

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

pith.paper-citation-record.v1
2405.00892 v6

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T01:06:48.298874Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:03:09.571909Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact13
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff09f248-ddb9-4699-887d-6d1adbe8f715 · outbound

This paper cites MLPerf Tiny Benchmark.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications MLPerf Tiny Benchmark

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.928544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d34f0806-da71-49fb-810f-276b4aba78c9 · outbound

This paper cites Sara Beery, Grant Van Horn, and Pietro Perona.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Sara Beery, Grant Van Horn, and Pietro Perona

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.527282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de8e5865-e5b5-4204-9b41-2524dd3a1659 · outbound

This paper cites Are we done with ImageNet?.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Are we done with ImageNet?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.958239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation eaf6f7b0-feb1-4d27-957f-fc5889fdb475 · outbound

This paper cites Visual Wake Words Dataset.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Visual Wake Words Dataset

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-24T01:08:41.906670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0c3693cf-b96f-4a94-bbd9-a7c7ec0c7d90 · outbound

This paper cites Challenge edge: Wake vision.https://edgeai.modelnova.ai/ challenges/details/challenge-edge:-wake-vision, 2025a.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Challenge edge: Wake vision.https://edgeai.modelnova.ai/ challenges/details/challenge-edge:-wake-vision, 2025a

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.514679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 87849188-81e7-4d5c-b909-82bdfef9ab02 · outbound

This paper cites Andrea Mattia Garavagno, Daniele Leonardis, and Antonio Frisoli.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Andrea Mattia Garavagno, Daniele Leonardis, and Antonio Frisoli

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.511288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9c28810d-e176-448f-866a-0f031a981a10 · outbound

This paper cites What Do Compressed Deep Neural Networks Forget?.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications What Do Compressed Deep Neural Networks Forget?

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.918296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2844ef8c-8284-4985-95ee-46cf78bdce46 · outbound

This paper cites Characterising Bias in Compressed Models.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Characterising Bias in Compressed Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.923341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 951d9d89-eb75-42de-bcce-19a943819a9b · outbound

This paper cites Scaling Laws for Neural Language Models.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Scaling Laws for Neural Language Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-24T01:08:41.902104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f32f75e3-67a2-49bb-8db4-79d313a9d93b · outbound

This paper cites Datasets: A Community Library for Natural Language Processing.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Datasets: A Community Library for Natural Language Processing

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.912576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 505fd90f-6f17-413a-bf20-5d49076f2024 · outbound

This paper cites Microsoft coco: Common objects in context.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Microsoft coco: Common objects in context

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.517810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f6d8dbaf-bf48-41b3-b80b-7c8602462271 · outbound

This paper cites Decoupled Weight Decay Regularization.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Decoupled Weight Decay Regularization

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-24T01:08:41.933553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46aa5fba-8b78-4b27-83c4-c7005c843270 · outbound

This paper cites an unresolved cited work.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-24T01:08:42.507973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 26f3f7fc-24bd-4eba-8048-1998ae38785e · outbound

This paper cites Data Aware Neural Architecture Search.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Data Aware Neural Architecture Search

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.938029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ae4bee83-4dc3-49df-9e32-52238d2e61be · outbound

This paper cites Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:08:41.948583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f69686bd-f738-4a6c-b467-15e0bd8999a3 · outbound

This paper cites Great tinyml needs high-quality data — plumerai blog.https://blog.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Great tinyml needs high-quality data — plumerai blog.https://blog

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.549529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f9d3a629-f940-46b9-b06a-c13da5f2370a · outbound

This paper cites Vijay Janapa Reddi.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Vijay Janapa Reddi

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.543462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7ad2e7f4-9849-49cf-8168-752e9d866365 · outbound

This paper cites Energy and Policy Considerations for Deep Learning in NLP.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Energy and Policy Considerations for Deep Learning in NLP

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-24T01:08:41.943044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50009a1c-6940-485c-88df-db8fd25a0b0c · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-24T01:08:41.953041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 81239679-1300-4b37-94fa-7587307d9224 · outbound

This paper cites Human detection dataset.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Human detection dataset

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.536648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 489e30f7-a0d6-451e-a4bc-e26d0574c967 · outbound

This paper cites Research on different illumination image classification method.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Research on different illumination image classification method

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.552873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 19fd5653-d0c5-468c-991d-4e59478bb346 · outbound

This paper cites an unresolved cited work.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-24T01:08:42.546306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fa88c850-eb49-433f-8f17-a22741ca7e9d · outbound

This paper cites By default, we only respect labels that have a minimum confidence of.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications By default, we only respect labels that have a minimum confidence of

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.524097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 50faedba-e946-4ba7-8a3a-8867897cac95 · outbound

This paper cites Person Body Part Labels.Body parts are more challenging to relabel, as it is dependent on the use case whether a body part should be considered a person.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Person Body Part Labels.Body parts are more challenging to relabel, as it is dependent on the use case whether a body part should be considered a person

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.540133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ef0df54c-e66a-4787-a320-6755e95802c6 · outbound

This paper cites stm32tflm.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications stm32tflm

Reference 26

Resolution: verified exact; doi, observed 2026-05-24T01:08:41.399577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f65898cf-1a5b-4212-af61-c49667688dd5 · outbound

This paper cites What data does each instance consist of?“Raw” data (e.g., unprocessed text or images) or features? In either case, please provide a description.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications What data does each instance consist of?“Raw” data (e.g., unprocessed text or images) or features? In either case, please provide a description

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.521018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d91ffcb2-e5a0-46a9-b267-834f350a2ef2 · outbound

This paper cites an unresolved cited work.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-24T01:08:42.530363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b273bc2-9885-4425-8260-8dabfea8eb29 · outbound

This paper cites an unresolved cited work.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-24T01:08:42.533142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 99c67f39-98c1-4df8-9d29-73673fe69846 · outbound

This paper cites The primary source of required resources was model training to evaluate the dataset and the storage and bandwidth required to process and upload the dataset to hosting locations.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications The primary source of required resources was model training to evaluate the dataset and the storage and bandwidth required to process and upload the dataset to hosting locations

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-24T01:08:42.505160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b62fb48e-d9df-405a-9bf2-11aa0c5770e6 · outbound

This paper cites an unresolved cited work.

Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-24T01:08:42.501584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 960cf94c-8282-4da7-8ca4-d55b30348c8b · inbound

SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning cites this paper.

SHeRL-FL: When Representation Learning Meets Split Learning in Hierarchical Federated Learning Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T22:03:09.571909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f87278a-7a99-4d57-b1fb-f87ec03dd50a · inbound

A Survey of TinyML Applications in Beekeeping for Hive Monitoring and Management cites this paper.

A Survey of TinyML Applications in Beekeeping for Hive Monitoring and Management Wake Vision: A Tailored Dataset and Benchmark Suite for TinyML Computer Vision Applications

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T20:08:00.444472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.