Paper Citation Record · LEDGER

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability

As of 21 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.01970.

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

pith.paper-citation-record.v1
2506.01970 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:52:02.822211Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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 exact4
verified fuzzy19
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 021c4a13-2f57-4104-b146-96480ea6af71 · outbound

This paper cites Communications of the ACM, 63(11), 139-144 (2020).

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Communications of the ACM, 63(11), 139-144 (2020)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.512341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7725a790-18a8-40f8-b9f2-46244f6bbd3b · outbound

This paper cites Auto-Encoding Variational Bayes.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Auto-Encoding Variational Bayes

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.649820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b41be5-31f7-4939-a890-301803aca449 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Deep Residual Learning for Image Recognition

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.498268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7b749eb3-818c-4a0f-9c45-4926b567ec31 · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.482918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e75d8c3a-353f-4e7e-ac29-526f661cd333 · outbound

This paper cites ”A survey of visual transformers.” IEEE Transactions on Neural Networks and Learning Systems (2023).

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability ”A survey of visual transformers.” IEEE Transactions on Neural Networks and Learning Systems (2023)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.467558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dfea2a15-e2fe-40cc-9634-99daeebbe437 · outbound

This paper cites In Advances in Neural Information Processing Systems, (2017).

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability In Advances in Neural Information Processing Systems, (2017)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.452642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2c581bb1-d4ad-41e8-8af8-078bcc794293 · outbound

This paper cites In Advances in Neural Information Processing Systems, 1877-1901 (2020).

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability In Advances in Neural Information Processing Systems, 1877-1901 (2020)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.437451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93054fa9-a96b-4e94-b6ce-7b39297be326 · outbound

This paper cites W., Medina, J.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability W., Medina, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.421400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2584acdf-bf95-40ad-b581-d28bba43e1f1 · outbound

This paper cites Denoising diffusion probabilistic models.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Denoising diffusion probabilistic models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.406169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b63d335d-b730-46ba-925b-deb31c55f984 · outbound

This paper cites L., & Parikh, D.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability L., & Parikh, D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.391056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02cb36e3-210c-43f1-b3ce-ce0c78938252 · outbound

This paper cites Girshick.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Girshick

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.375638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a47bc49e-44a3-4364-8a87-1e5043525a6f · outbound

This paper cites In-Context Analogical Reasoning with Pre-Trained Language Models.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability In-Context Analogical Reasoning with Pre-Trained Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.697129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ed8fbe-d270-4a21-bc74-38d6fbe58360 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability LLaVA-OneVision: Easy Visual Task Transfer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.701993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fe736c-9a0d-4887-ad47-44f93da777cd · outbound

This paper cites Zheng, J.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Zheng, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.706880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0496fdd-d0cc-4838-82d5-0d1fb2c0e49d · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.360518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 70c86f64-eeb4-4166-b449-3f654ba72f76 · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.346420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1939d5a-16b5-4583-bfdd-c4c5ceb72969 · outbound

This paper cites Measuring Abstract Reasoning in Neural Networks.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Measuring Abstract Reasoning in Neural Networks

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.331511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64092ed4-867b-4ac5-9f84-d5b492706fd6 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.725134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7958d9d8-477c-4833-97b4-9f6c94cd23ac · outbound

This paper cites J., & Wei, W.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability J., & Wei, W

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.315836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2a255ce4-3a93-4731-944f-a5165f10a0d7 · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.300796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73a9e12c-984c-4c21-bf29-a4d62204945d · outbound

This paper cites Effective Abstract Reasoning with Dual- Contrast Network.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Effective Abstract Reasoning with Dual- Contrast Network

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.285993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c71394c4-ab5f-41af-ad7b-52a8f6740330 · outbound

This paper cites Scale-Localized Abstract Reasoning.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Scale-Localized Abstract Reasoning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.271203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c07ac64-190b-4784-9f3b-6ad2fcf108d7 · outbound

This paper cites Unsupervised abstract reasoning for raven’s problem matrices.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unsupervised abstract reasoning for raven’s problem matrices

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.256463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e8c63908-2965-4420-801d-3bd9ab72e7c2 · outbound

This paper cites The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.755576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b1e41f-1e4c-437f-9ae1-309d8c2986fd · outbound

This paper cites SAViR-T: Spatially Attentive Visual Reasoning with Transformers.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability SAViR-T: Spatially Attentive Visual Reasoning with Transformers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.760473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1e3ffc-3d34-459d-ade0-09d4a07167ed · outbound

This paper cites C., & Zhu, Y.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability C., & Zhu, Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.240543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e5af53c-6c71-4db9-9f59-c09a91cf03b1 · outbound

This paper cites N., Zhu, S.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability N., Zhu, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.224360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9627414-9de2-4732-a12c-8cd72887d305 · outbound

This paper cites A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:52:02.946463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dcadb6b2-bd6d-4d61-820f-321864ccb14c · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.209672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7cdd8783-9559-4003-b3d1-02fcb621e18c · outbound

This paper cites Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:52:02.925414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 619b7ac7-76b1-483d-983d-c61c34d48f4f · outbound

This paper cites Solving the Clustering Reasoning Problems by Modeling a Deep-Learning-Based Probabilistic Model.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Solving the Clustering Reasoning Problems by Modeling a Deep-Learning-Based Probabilistic Model

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:52:02.903997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5b77a8c-4fb9-41ae-b80d-23778042cf15 · outbound

This paper cites Triple-CFN: Separating Concepts and Features Enhances Machine Abstract Reasoning Ability.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Triple-CFN: Separating Concepts and Features Enhances Machine Abstract Reasoning Ability

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:52:02.882057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11a375e6-230e-4a82-b56a-c26e5e77447f · outbound

This paper cites Stratified Rule-Aware Network for Abstract Visual Reasoning.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Stratified Rule-Aware Network for Abstract Visual Reasoning

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.194404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d99f3ae3-4d76-40c6-8708-546f51f13b53 · outbound

This paper cites A., Just, M.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability A., Just, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.179505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7cfc8e01-12c7-452f-a54d-f9f9288835c0 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Representation Learning with Contrastive Predictive Coding

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.807900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca5399af-bedd-4bce-bc5c-129dbe402a17 · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:52:03.164652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98238d26-1dd2-4a2f-b164-61e8731c09dc · outbound

This paper cites an unresolved cited work.

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:52:02.817570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed57bdb-970c-4711-81a1-088aca957f4c · outbound

This paper cites In NIPS Autodiff Workshop, (2017).

Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability In NIPS Autodiff Workshop, (2017)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:52:03.140055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.