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Paper Citation Record · LEDGER

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity

As of 20 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2505.14707.

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

pith.paper-citation-record.v1
2505.14707 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:59:35.633304Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

46 of 46 outbound references displayed

  • verified exact4
  • verified fuzzy38
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 98465e5d-168b-468c-ade3-4be9bbe2b54f · outbound

This paper cites Bioclip: A vision foundation model for the tree of life.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Bioclip: A vision foundation model for the tree of life

Reference 1

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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 2026-08-20T06:33:59.587034+00:00.

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Observation 0db88a75-fb8c-406a-906d-e08cf3eb30f6 · outbound

This paper cites BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.337631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 89133125-2a64-42c4-a46f-3fa2598240f1 · outbound

This paper cites TaxaBind: A Unified Embedding Space for Ecological Applications.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity TaxaBind: A Unified Embedding Space for Ecological Applications

Reference 3

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7dcdfd00-5439-4a2d-afed-527c60d5eda1 · outbound

This paper cites https://www.inaturalist.org/.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity https://www.inaturalist.org/

Reference 4

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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 2026-08-20T06:33:59.587034+00:00.

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Observation 7f3dc799-5b50-42fb-9113-258e73274407 · outbound

This paper cites Observation.org, Nature data from around the World.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Observation.org, Nature data from around the World

Reference 5

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53c19dca-ece8-4728-86ce-ee1403db7cc3 · outbound

This paper cites Deep learning powered real-time identification of insects using citizen science data.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Deep learning powered real-time identification of insects using citizen science data

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T20:59:35.474198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7dc2b1d3-7307-417c-bc99-5368acd9f120 · outbound

This paper cites Global Biodiversity Information Facility.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Global Biodiversity Information Facility

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation fa5c1da1-fc9b-4d7f-bf74-06e8bffa789b · outbound

This paper cites A step towards worldwide biodiversity assessment: The BIOSCAN-1M insect dataset.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity A step towards worldwide biodiversity assessment: The BIOSCAN-1M insect dataset

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 42f8e3ad-7e04-4a57-9aa5-d55691db44ae · outbound

This paper cites WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation aba9fb90-a284-457a-80ee-b1bd04f6e4ba · outbound

This paper cites Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study

Reference 10

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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 2026-08-20T06:33:59.587034+00:00.

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Observation 404bb9fe-2d4f-41a0-8c13-c215c21177bd · outbound

This paper cites Cryptic species conservation: a review.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Cryptic species conservation: a review

Reference 11

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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 2026-08-20T06:33:59.587034+00:00.

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Observation 11be771a-6f7e-443d-ba3b-43055f19ccc4 · outbound

This paper cites Observation Accuracy Experiment v0.4: Research Grade Results.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Observation Accuracy Experiment v0.4: Research Grade Results

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ac2af7d7-50b6-494f-ae87-45267cf9fd39 · outbound

This paper cites Validation.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Validation

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation cb4ae5de-48e2-4de2-8fb0-f77900e902ee · outbound

This paper cites Getting Started Guide.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Getting Started Guide

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.228955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ec7ac52b-b7d4-4dad-b326-ee5cf799966d · outbound

This paper cites Getting Started Guide.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Getting Started Guide

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.217216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e18edf2c-b723-402d-b467-b7e23ccd3c68 · outbound

This paper cites What is geoprivacy? What does it mean for an observation to be obscured?.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity What is geoprivacy? What does it mean for an observation to be obscured?

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5539bff6-5e31-4ff2-bc52-796dc3753bd3 · outbound

This paper cites iNaturalist Taxonomy Archive (Darwin Core Archive).

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity iNaturalist Taxonomy Archive (Darwin Core Archive)

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d0f366f2-3811-4c42-91ca-dc0eaef39e8e · outbound

This paper cites The Global Invasive Species Database.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity The Global Invasive Species Database

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 2026-08-20T06:33:59.587034+00:00.

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Observation 6c7c24fe-8e70-42be-8818-fa9c54662e7b · outbound

This paper cites Invasive alien species records are exponentially rising across the Earth.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Invasive alien species records are exponentially rising across the Earth

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation afbadb69-2502-4749-bb69-11fb177ab78b · outbound

This paper cites Fine-grained image classification on bats using VGG16-CBAM: a practical example with 7 horseshoe bats taxa (CHIROPTERA: Rhinolophidae: Rhinolophus) from Southern China.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Fine-grained image classification on bats using VGG16-CBAM: a practical example with 7 horseshoe bats taxa (CHIROPTERA: Rhinolophidae: Rhinolophus) from Southern China

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 2026-08-20T06:33:59.587034+00:00.

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Observation bf0ce1a9-2da4-4db1-996b-75133a01e3e7 · outbound

This paper cites Assessing the potential for deep learning and computer vision to identify bumble bee species from images.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Assessing the potential for deep learning and computer vision to identify bumble bee species from images

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.137591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0b2a19bc-61b8-4627-a7c0-51e8a96e2a27 · outbound

This paper cites Xerces Society - Bumble Bee Watch.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Xerces Society - Bumble Bee Watch

Reference 22

Resolution
verified exact
doi, observed 2026-08-15T20:59:35.669368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6d198523-787a-403f-8641-413a0af85d61 · outbound

This paper cites BugGuide.Net: Identification, Images, & Information for Insects, Spiders & Their Kin for the United States & Canada.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity BugGuide.Net: Identification, Images, & Information for Insects, Spiders & Their Kin for the United States & Canada

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.122994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1f160a62-13cd-4c33-aded-86aff7fa6c5e · outbound

This paper cites Hierarchical image classification using transfer learning to improve deep learning model performance for amazon parrots.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Hierarchical image classification using transfer learning to improve deep learning model performance for amazon parrots

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.109635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 9083d014-2755-4ce2-bd79-7cf8a58ad127 · outbound

This paper cites eBird: An online database of bird distribution and abundance.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity eBird: An online database of bird distribution and abundance

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.096336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 1972bb2c-e1a4-49ef-987a-e60c7e777346 · outbound

This paper cites Deep learning-based image classification of sea turtles using object detection and instance segmentation models.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Deep learning-based image classification of sea turtles using object detection and instance segmentation models

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.084389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 51023d2b-3512-4626-9dac-f0b0046dea46 · outbound

This paper cites Spatial Implicit Neural Representations for Global- Scale Species Mapping.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Spatial Implicit Neural Representations for Global- Scale Species Mapping

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.070439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.554854Z digest=sha256:ff0c7523f72d5b3f5032b92a34c80ad39e7d0f02e7defb69deb11d6ad98dd598

Observation 888e151a-27bd-49ec-96a9-f40851156b63 · outbound

This paper cites MetaFormer: A Unified Meta Framework for Fine-Grained Recognition.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity MetaFormer: A Unified Meta Framework for Fine-Grained Recognition

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T20:59:35.559239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fe0702b1-d17f-4e0b-a9c4-f049a14052f4 · outbound

This paper cites LD-SDM: Language-Driven Hierarchical Species Distribution Modeling.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity LD-SDM: Language-Driven Hierarchical Species Distribution Modeling

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:59:35.767569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 03aefac6-99ac-4f82-99a9-155ad005f771 · outbound

This paper cites Geographic variation in sexual selection and implications for speciation in the Barn Swallow.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Geographic variation in sexual selection and implications for speciation in the Barn Swallow

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.056078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.567257Z digest=sha256:704ba57614b5c36d3cb9c235ec8c4512749e2f6ef4df04cda215ea267160dfa3

Observation 37546fdb-b92c-423a-a59d-0a61abda4703 · outbound

This paper cites Imagebind: One embedding space to bind them all.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Imagebind: One embedding space to bind them all

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.040881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.571310Z digest=sha256:2c395ceae2be513b0c30bbb70e5f998c8213d3a82559a59ca9e5d1427addb619

Observation 134aeefc-8609-4e15-8a8f-3fd01e7f33bf · outbound

This paper cites Calidris pygmaea.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Calidris pygmaea

Reference 32

Resolution
verified exact
raw_fallback, observed 2026-08-15T20:59:35.746931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.574857Z digest=sha256:1f31e5ed6cb8b06cfb66d8cc79e2cb775a899e963bb03e69130fdd59093fbf60

Observation f308783a-dd71-4c76-9fce-b551b86e4b55 · outbound

This paper cites 100 of the World’s Worst Invasive Alien Species: A Selection from the Global Invasive Species Database.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity 100 of the World’s Worst Invasive Alien Species: A Selection from the Global Invasive Species Database

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.024832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.578581Z digest=sha256:8cf66fbde1470e3082c7fa3efe57959c1778a4ec18e922f6af17f3368f50c5dd

Observation d1fc7140-b5d1-4143-96ff-65556737d4bd · outbound

This paper cites International Code of Zoological Nomenclature.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity International Code of Zoological Nomenclature

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:36.010347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.582328Z digest=sha256:837e3b98102b96ab96fceb774d68bdc5d8be3c4519766cc8d95f718ff5e83cf1

Observation e9420adf-099f-4710-946a-32368d148c90 · outbound

This paper cites Insects as food and medicine: a sustainable solution for global health and environmental challenges.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Insects as food and medicine: a sustainable solution for global health and environmental challenges

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.996189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.586007Z digest=sha256:239c94d9524eda29fc50a67644bb863376a119c91ec43e2dbadba430f315e8bf

Observation 91a2c34a-5b91-40bf-84f3-5b0f86b5ffe6 · outbound

This paper cites Geoclip: Clip-inspired alignment between locations and images for effective worldwide geo-localization.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Geoclip: Clip-inspired alignment between locations and images for effective worldwide geo-localization

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.982158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.590688Z digest=sha256:235ee73ca0c5d0c618107d4b02d984c2eb1fd39a3a03eeda0be7cfacabf661de

Observation affffd80-85fd-4dd6-a5ba-9531e7b2d793 · outbound

This paper cites GBIF Backbone Taxonomy.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity GBIF Backbone Taxonomy

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.964882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.594278Z digest=sha256:dded17a3a5c1ef37a9797b39922e127e7160f6cf60c950dfbc43ee64c4f8e59d

Observation 38db089d-179d-4720-8bb6-25e5b32b1769 · outbound

This paper cites Bugs in the data: How ImageNet misrepresents biodiversity.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Bugs in the data: How ImageNet misrepresents biodiversity

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.950278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.598037Z digest=sha256:0b266d6d35046445748cb32d9fd859fb5918c4c3653f039ee0996636a7735c72

Observation b8fe930b-5217-4f7b-a5c7-1d8d732d73ca · outbound

This paper cites Observation Accuracy Experiment v0.4: Research Grade Results.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Observation Accuracy Experiment v0.4: Research Grade Results

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.933396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.602708Z digest=sha256:89649a3396096d2b50c04dca4a4527aaec6b024cbf327439640d176dc053ec2c

Observation e7b4e561-3fb8-4244-bcd2-94c0f3a2b9ac · outbound

This paper cites Validation.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Validation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.918631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.606859Z digest=sha256:d049e1c54879f8544006190df8f9770f75f1cab51cf8701118093d8101864366

Observation cebf4c7e-d173-476a-a330-9c198a0ed1de · outbound

This paper cites Encyclopedia of Life.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Encyclopedia of Life

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.905357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.611796Z digest=sha256:9fca5f8cf7b99b0710f2127c7e45f258c5d80329a3faf0eea4074fef1b4e423f

Observation faedc259-4e41-4519-8f46-b5282d914c45 · outbound

This paper cites S2Maps – Sentinel-2 Cloudless Maps.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity S2Maps – Sentinel-2 Cloudless Maps

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.892130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.616638Z digest=sha256:33880d060c248db01bc2b40e112fd12359ecdd4400af7ce9a1732319c7d2e299

Observation 5e9c8d9f-9762-4499-b972-c0d69acb03d9 · outbound

This paper cites Benchmarking representation learning for natural world image collections.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Benchmarking representation learning for natural world image collections

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.876987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.620412Z digest=sha256:98544efae2f40e1418dc4254c1ef7c1dafbcf6a6a842dde01d85ce4abf749c33

Observation 30a48f85-a988-4beb-aaea-c09308b8fac5 · outbound

This paper cites Explanation NIA.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Explanation NIA

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.863262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.624496Z digest=sha256:aa56d64952ba4789dc75ba911d88c8ba570a1dcabc78499a5227e528de463427

Observation 65360ce2-db44-4f4a-ad32-8b37e746c680 · outbound

This paper cites What is the data quality assessment and how do observations qualify to become research-grade? https://shorturl.at/QqUCk.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity What is the data quality assessment and how do observations qualify to become research-grade? https://shorturl.at/QqUCk

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:59:35.849563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.628623Z digest=sha256:dcad069ae3239d89c80f2ee839918eeca98d5bc718449e16c97b9d27126e15b9

Observation 65ef7aa0-11b6-4d30-9c9d-5afbdac948bc · outbound

This paper cites Similar Species.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Biodiversity Similar Species

Reference 46

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T20:59:35.831293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-15T20:59:35.633304Z digest=sha256:030488b023e1e5ed9b965dfd62bb370f197df11d22491b3e86f98a9cf46d8f6b

Pith citing papers

No inbound Pith citation observations are available.