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Paper Citation Record · LEDGER

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2505.13391.

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

pith.paper-citation-record.v1
2505.13391 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:18:44.173477Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy43
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8779519c-48fb-4603-bc78-183a66eb681e · outbound

This paper cites Layer Normalization.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Layer Normalization

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T20:18:42.928202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:18:42.928202Z digest=sha256:bb7797ca8c9f3f8a7c2143947407d57ad9eacb8e41498a33d60c1e742fddfe32

Observation c6b1280c-a748-4843-83be-1bb9b7d76b06 · outbound

This paper cites Measuring abstract reasoning in neural networks.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Measuring abstract reasoning in neural networks

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:47.395522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.038456Z digest=sha256:fc862ce7eb04c082f02eea08e92988cf835a35fab615bbc48444e5a51f122457

Observation 79f35683-a6d9-4f20-9b2a-a5e8daed9697 · outbound

This paper cites Scale-localized abstract reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Scale-localized abstract reasoning

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:47.333434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.044025Z digest=sha256:6766769c1e3415e49814507e7c2f9ffe248b31d9851cae16b295a10dec0b41f0

Observation 2eacaae4-b80f-4719-a616-cce92905591b · outbound

This paper cites VASR : Visual analogies of situation recognition.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks VASR : Visual analogies of situation recognition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:47.311045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.049820Z digest=sha256:a8cfc5b000968d37e095089478c9e1106cf04670894ba6c42bfd8c68c740bd5f

Observation d75c1925-c5ef-45d1-b026-269c5f027962 · outbound

This paper cites What one intelligence test measures: a theoretical account of the processing in the raven progressive matrices test.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks What one intelligence test measures: a theoretical account of the processing in the raven progressive matrices test

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:47.191601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.054898Z digest=sha256:db20250fd5399d6f130546ab816f58377650bf4cf4d249cf12e12e1f2ea91bfb

Observation ab0215e4-6f0b-4e87-873d-5ccafed1cb80 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks An image is worth 16x16 words: Transformers for image recognition at scale

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:47.054571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.060566Z digest=sha256:0f8dc1125c000a1d177618a53fee9e1a1be53645dccc145478bf718a784aac1e

Observation e174acfa-056c-4b62-af2c-abd9461188a9 · outbound

This paper cites The computational modeling of analogy-making.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The computational modeling of analogy-making

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.861247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.104639Z digest=sha256:60eb10fc9cd463125e64a99fec6d63eb4ead327ad33b81baebb6c0714e017d87

Observation 58658d46-b9c6-40bc-915c-b7442673bf01 · outbound

This paper cites Computational models of analogy.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Computational models of analogy

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.841024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.178528Z digest=sha256:5f44e518d1f735f26adda7446e748039e9bd38e634238a4e3a892147968ae1ba

Observation ab1b9b37-8005-431c-9213-e9e6d272cdae · outbound

This paper cites The structure of analogical models in science.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The structure of analogical models in science

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.776112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.184144Z digest=sha256:57a07ca91b385425d73f3d4f69bf0be89ea960d4c2f525e4d744a3c8ccb251fa

Observation bdc08e0b-d9d8-4b67-bc72-99558dd2fd1a · outbound

This paper cites Computer models solving intelligence test problems: Progress and implications.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Computer models solving intelligence test problems: Progress and implications

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.657213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.193253Z digest=sha256:511d056342affb8660760ccca9129583d7a2dc2858e462a2e58737651913ce32

Observation 4f6a5b45-bb08-468f-a6a0-1b739b1d3e4c · outbound

This paper cites Learning to make analogies by contrasting abstract relational structure.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning to make analogies by contrasting abstract relational structure

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.603084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.200015Z digest=sha256:2f77343abd4293cbc0697a8eab571fed6241d5ac0347182f15f447ab34b48613

Observation 1d05063c-6e26-44c2-a0fa-1786fdd61162 · outbound

This paper cites Fluid concepts and creative analogies: Computer models of the fundamental mechanisms of thought.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Fluid concepts and creative analogies: Computer models of the fundamental mechanisms of thought

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.498464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.206963Z digest=sha256:4c4759660d35073374730c300afa46bba4952ea362287afd31d172917a73cb60

Observation a5525c82-6059-4426-aea0-42b9feb022f9 · outbound

This paper cites IQ of Neural Networks.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks IQ of Neural Networks

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T20:18:43.257687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:18:43.257687Z digest=sha256:69f03e637e90aef12fcd9bd90a30675da5afbf2eee564feb8a86d7a5502a4d19

Observation 8647c550-75ef-4ac0-9a71-85873a2b5ccc · outbound

This paper cites Stratified rule-aware network for abstract visual reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Stratified rule-aware network for abstract visual reasoning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.477985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.308933Z digest=sha256:d96a1dc170b325dd6925eb13bf5f288016c287b3122999b1995f99c60f01c72a

Observation 57854275-4cfa-4c5f-82e8-290a1d2650b7 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Batch normalization: Accelerating deep network training by reducing internal covariate shift

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.365503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.315548Z digest=sha256:0b8c5953b1583d3bff7e627a84fbec753b2b61c3015e92ff65cfff9f32e7da01

Observation a1229a7c-0ed6-478b-95fb-93781d4e568a · outbound

This paper cites Adam: A method for stochastic optimization.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Adam: A method for stochastic optimization

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.347335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.321583Z digest=sha256:9ecc2ffb756153ac4b6a26b618b9bf75760a9b153b70ced0f8e5e2df2886eeae

Observation 52d0e522-3399-4ff2-8f14-af38ee72bd27 · outbound

This paper cites Imagenet classification with deep convolutional neural networks.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Imagenet classification with deep convolutional neural networks

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.290507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.330225Z digest=sha256:12c302bf4eb2b750395f745e58d3232939941ccc777d14f3ff149e1951fc170d

Observation c61261ab-36be-4000-84d7-dbd73b1e5e49 · outbound

This paper cites Building machines that learn and think like people.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Building machines that learn and think like people

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.240865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.396547Z digest=sha256:152e6497442e9ff10541d7510f692b3a77eb186c7f7a9a8e9f3531e3c3ecb94a

Observation 6ea754ed-9b8f-4f5c-8547-499930c75be2 · outbound

This paper cites Analogy with qualitative spatial representations can simulate solving raven's progressive matrices.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Analogy with qualitative spatial representations can simulate solving raven's progressive matrices

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.204724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.433925Z digest=sha256:464814b3975fe8e3bb48b8a450b292301fce64c48597fbad9b901674f9efcfd3

Observation a1a57915-f143-48cf-9ce6-f4ebd1a6280f · outbound

This paper cites A review of emerging research directions in abstract visual reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A review of emerging research directions in abstract visual reasoning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.107722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.439726Z digest=sha256:cf0abf4ffccf2ca626b904b9354776e820c2b635978971797eacd3b51f82b552

Observation 4d6a067e-df4b-493f-99c6-215f77503b5c · outbound

This paper cites Multi-label contrastive learning for abstract visual reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Multi-label contrastive learning for abstract visual reasoning

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:46.085763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.445185Z digest=sha256:16a2ecb0d8c921c6394e73834e4c98e0a472597a6cb1dd282cb551cd4e0d096d

Observation 0b4b3223-5ff4-4070-b369-cb501e617576 · outbound

This paper cites One self-configurable model to solve many abstract visual reasoning problems.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks One self-configurable model to solve many abstract visual reasoning problems

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.991420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.450307Z digest=sha256:905a386a423ad0733684205c886da9f7f4c6e2209c7b85f13b3ed8acb54fa7a6

Observation a4c37a28-3b36-4b35-9404-2045f7258446 · outbound

This paper cites A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T20:18:43.455405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:18:43.455405Z digest=sha256:6700722602149d931ce7532170223b1353d83c5081752720e73b8918e4ab45c7

Observation 71daa67d-d3fa-4a1a-8aa3-6062aef9e54a · outbound

This paper cites Deep learning methods for abstract visual reasoning: A survey on raven's progressive matrices.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Deep learning methods for abstract visual reasoning: A survey on raven's progressive matrices

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.906517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.500751Z digest=sha256:b051607fd27794e76c16ea1b905f325fd599b73f5f3b89e0c827d0b0e7b23e84

Observation 901a5b77-e28e-45a5-b7e9-6427f36cd91c · outbound

This paper cites DeepIQ : A human-inspired AI system for solving IQ test problems.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks DeepIQ : A human-inspired AI system for solving IQ test problems

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.808245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.546522Z digest=sha256:e24ad2b22bd57717e186d070561e50db7e06918050302b42920964560813e878

Observation 783978b9-bd7e-416c-85ac-5bf7e87670d2 · outbound

This paper cites Recreating raven’s: Software for systematically generating large numbers of raven-like matrix problems with normed properties.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Recreating raven’s: Software for systematically generating large numbers of raven-like matrix problems with normed properties

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.792307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.552283Z digest=sha256:5e19577a460014e8c1be4967811a02976f28fc2fabe4bc25c6d3593059727e1f

Observation 02b68a5b-a510-43c7-9167-dd1ea0edc4a6 · outbound

This paper cites Abstraction and analogy-making in artificial intelligence.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Abstraction and analogy-making in artificial intelligence

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.776054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.557651Z digest=sha256:f17ce5325fae7738ee8163d9b5a6849406e51c6500d1b72896e1e9ce085c062e

Observation 7a21b454-a378-4d96-a55c-b33be93cc105 · outbound

This paper cites Learning to reason over visual objects.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning to reason over visual objects

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.616872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.565536Z digest=sha256:68bfaf5b727e896df6681dae89c54a1c0df072cb0d4b7582d55eef02e10bac03

Observation 880dbe82-8cd6-41d9-a9b9-efded97c184a · outbound

This paper cites Cohen, and Taylor Whittington Webb.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Cohen, and Taylor Whittington Webb

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.593005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.570987Z digest=sha256:c1dc35d70b6a0f28b3c34ca0c3116f532f7e2d211f770c300752892310fbb41a

Observation 98727071-6a1a-43a8-a5d2-e9d1f2adb576 · outbound

This paper cites Raven's progressive matrices and vocabulary scales.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Raven's progressive matrices and vocabulary scales

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.493321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.612048Z digest=sha256:4495b42937a964800d65b1c880bacad8d575222c633f190587f40645114635d3

Observation 6710161d-57f2-4667-a89f-010a0997fbf7 · outbound

This paper cites Mental tests used in genetic studies: The performance of related individuals on tests mainly educative and mainly reproductive.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Mental tests used in genetic studies: The performance of related individuals on tests mainly educative and mainly reproductive

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.470313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.666453Z digest=sha256:4a7885b7785988a8582c23f0e0896c6d57be1af4683f9c45e670fd7599c4fa3f

Observation 733e39f4-fb5f-417e-8690-c4665377c8d0 · outbound

This paper cites A simple neural network module for relational reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A simple neural network module for relational reasoning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.394717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.691985Z digest=sha256:15e20918d071696364b1b156717348a5b396347ced8b12bc1fa1d54f0b719f67

Observation 6cbea4fc-3807-441d-a942-8fec34747bc3 · outbound

This paper cites an unresolved cited work.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:18:45.301750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.697380Z digest=sha256:18cc116e24b61e68a8cda2cea130a30c089528be39b929eae29835b265120762

Observation d82fe972-75cb-4952-ba8f-ab9f45a7220e · outbound

This paper cites The topography of ability and learning correlations.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The topography of ability and learning correlations

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.282359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.704525Z digest=sha256:5ede8a05640b6f49c3a070ee71d6a2b366137dfa331c8f584823ff49796577d6

Observation bd3972e2-5fb9-46e0-8d5e-5ec81c17da76 · outbound

This paper cites A closer look at generalisation in RAVEN.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A closer look at generalisation in RAVEN

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.110465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.710772Z digest=sha256:18deda7bfa784bf4c119f7184f36fbe06e5baad49501ff3e5fc6e54eb163f5c8

Observation 151669c0-e8c6-43a5-bd44-747d396d372e · outbound

This paper cites Evaluating the progress of deep learning for visual relational concepts.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Evaluating the progress of deep learning for visual relational concepts

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:45.093820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.716337Z digest=sha256:935a2d0866be9e947941a2a7e33139d8d6f4a46b0436e0274df09d696400e251

Observation 7271e355-b684-4f7a-9be3-c322526a07ad · outbound

This paper cites Duel-based deep learning system for solving IQ tests.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Duel-based deep learning system for solving IQ tests

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.994985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.722033Z digest=sha256:f81641cae31a915b54095e119e11e9eb849017287ceed4e6ed94e8ce6e558bbe

Observation fd4d1fe3-341b-47b4-b887-40ca919660ce · outbound

This paper cites How much intelligence is there in artificial intelligence? a 2020 update.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks How much intelligence is there in artificial intelligence? a 2020 update

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.916257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.753971Z digest=sha256:4cb33b8a6b9d0ccf5b0e6191ea1ded14bbe4acccebc92f9f868d992952c6e46f

Observation 4ff24dd1-4bff-4e16-8b7a-5795c46137ff · outbound

This paper cites Automatic generation of raven’s progressive matrices.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Automatic generation of raven’s progressive matrices

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.897985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.831467Z digest=sha256:21b1fc386668520d230821d7f66e567c0fa3d0f1d72e919199baa5bbdf6b3f73

Observation e64d016e-fdd7-448c-bf8a-495b6dcaf0f1 · outbound

This paper cites Learning representations that support extrapolation.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning representations that support extrapolation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.836548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.872462Z digest=sha256:fa3dc71ab3dfb57fc4a20e752fb90e7f8f871a5487117ef9b288672f579a6957

Observation 6929fc7b-d835-4ac4-a260-c7fbb11e87fd · outbound

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

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T20:18:43.877612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:18:43.877612Z digest=sha256:ed4f51b2f5d132dcbd1fb480e17f5c3c52a13a731c16509f1d5ba32add700de7

Observation 2fa4fa0e-32f3-4260-819b-8f7e2b15027a · outbound

This paper cites Neural prediction errors enable analogical visual reasoning in human standard intelligence tests.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Neural prediction errors enable analogical visual reasoning in human standard intelligence tests

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.746747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.883687Z digest=sha256:8bc64c9213ba813d74ebbe84e03796e1d284d39615f6f40c95b9ad045713eec4

Observation 0f2e273f-de41-43f2-bb7f-cf8d0b24f37d · outbound

This paper cites A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:18:44.277510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.888425Z digest=sha256:86468b01b1dd2ddf568b3711ee3897c8bbbaf07c17659f174d4aa18a61edf13f

Observation 4cb1d993-de75-41f5-a1c7-be068a0f5101 · outbound

This paper cites RAVEN : A dataset for relational and analogical visual reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks RAVEN : A dataset for relational and analogical visual reasoning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.727846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.895323Z digest=sha256:65506f92ec7beea09f630381c47f71293ae10d302fb009809951815e4d7fbca9

Observation 8aa0797b-24da-4b84-84d3-9d596cea9091 · outbound

This paper cites Learning perceptual inference by contrasting.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning perceptual inference by contrasting

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.704296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.902809Z digest=sha256:ebb5349030fca14609a921a05d1f03ba730d91ec88002cfe3a872cc9c3d92820

Observation 5938d5bd-ac2c-459b-8212-166068b64dc9 · outbound

This paper cites Abstract spatial-temporal reasoning via probabilistic abduction and execution.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Abstract spatial-temporal reasoning via probabilistic abduction and execution

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.597909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:43.909585Z digest=sha256:a8d72943623c1eb9eb0e206bbcc2f16b45a6946bee1492decb2e8c216b1f8195

Observation 959b3b01-4ef9-427c-86e6-1448aa0255af · outbound

This paper cites Learning algebraic representation for systematic generalization in abstract reasoning.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning algebraic representation for systematic generalization in abstract reasoning

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.520015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:44.006874Z digest=sha256:dd683731321d6efef8ecb7fdcef6c908408b5fc4aa51d2f4adff68c7845480e7

Observation eb279fda-7ed1-4187-bfd1-0069a7a36348 · outbound

This paper cites Learning robust rule representations for abstract reasoning via internal inferences.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning robust rule representations for abstract reasoning via internal inferences

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.499539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:44.093932Z digest=sha256:1465c720725d0f098776defaf13183683d33ff0ca0af89743e419486b1a2db31

Observation 04740fc5-507f-4a2f-bf6f-015ad68f1a2f · outbound

This paper cites Learning visual abstract reasoning through dual-stream networks.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning visual abstract reasoning through dual-stream networks

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:18:44.421816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T20:18:44.166929Z digest=sha256:d0edb6b99a0d33f26cedb0f2e32d962450a9ff19c880c5abe849e1a5f4d37330

Observation 6de754a6-d924-437f-b91f-3d6df8fa0e2d · outbound

This paper cites write newline.

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks write newline

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T20:18:44.173477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:18:44.173477Z digest=sha256:6217d13e16c5ada3e70b00e20aebf035a0598afb825fcaba131f0e9afbc0f2a4

Pith citing papers

No inbound Pith citation observations are available.