Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:18:44.173477Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:18:44.173477Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8779519c-48fb-4603-bc78-183a66eb681e · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Layer Normalization
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6b1280c-a748-4843-83be-1bb9b7d76b06 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Measuring abstract reasoning in neural networks
Reference 2
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.
Observation 79f35683-a6d9-4f20-9b2a-a5e8daed9697 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Scale-localized abstract reasoning
Reference 3
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.
Observation 2eacaae4-b80f-4719-a616-cce92905591b · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks VASR : Visual analogies of situation recognition
Reference 4
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.
Observation d75c1925-c5ef-45d1-b026-269c5f027962 · outbound
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
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.
Observation ab0215e4-6f0b-4e87-873d-5ccafed1cb80 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks An image is worth 16x16 words: Transformers for image recognition at scale
Reference 6
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.
Observation e174acfa-056c-4b62-af2c-abd9461188a9 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The computational modeling of analogy-making
Reference 7
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.
Observation 58658d46-b9c6-40bc-915c-b7442673bf01 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Computational models of analogy
Reference 8
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.
Observation ab1b9b37-8005-431c-9213-e9e6d272cdae · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The structure of analogical models in science
Reference 9
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.
Observation bdc08e0b-d9d8-4b67-bc72-99558dd2fd1a · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Computer models solving intelligence test problems: Progress and implications
Reference 10
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.
Observation 4f6a5b45-bb08-468f-a6a0-1b739b1d3e4c · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning to make analogies by contrasting abstract relational structure
Reference 11
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.
Observation 1d05063c-6e26-44c2-a0fa-1786fdd61162 · outbound
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
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.
Observation a5525c82-6059-4426-aea0-42b9feb022f9 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks IQ of Neural Networks
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8647c550-75ef-4ac0-9a71-85873a2b5ccc · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Stratified rule-aware network for abstract visual reasoning
Reference 14
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.
Observation 57854275-4cfa-4c5f-82e8-290a1d2650b7 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Batch normalization: Accelerating deep network training by reducing internal covariate shift
Reference 15
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.
Observation a1229a7c-0ed6-478b-95fb-93781d4e568a · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Adam: A method for stochastic optimization
Reference 16
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.
Observation 52d0e522-3399-4ff2-8f14-af38ee72bd27 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Imagenet classification with deep convolutional neural networks
Reference 17
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.
Observation c61261ab-36be-4000-84d7-dbd73b1e5e49 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Building machines that learn and think like people
Reference 18
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.
Observation 6ea754ed-9b8f-4f5c-8547-499930c75be2 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Analogy with qualitative spatial representations can simulate solving raven's progressive matrices
Reference 19
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.
Observation a1a57915-f143-48cf-9ce6-f4ebd1a6280f · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A review of emerging research directions in abstract visual reasoning
Reference 20
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.
Observation 4d6a067e-df4b-493f-99c6-215f77503b5c · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Multi-label contrastive learning for abstract visual reasoning
Reference 21
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.
Observation 0b4b3223-5ff4-4070-b369-cb501e617576 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks One self-configurable model to solve many abstract visual reasoning problems
Reference 22
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.
Observation a4c37a28-3b36-4b35-9404-2045f7258446 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71daa67d-d3fa-4a1a-8aa3-6062aef9e54a · outbound
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
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.
Observation 901a5b77-e28e-45a5-b7e9-6427f36cd91c · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks DeepIQ : A human-inspired AI system for solving IQ test problems
Reference 25
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.
Observation 783978b9-bd7e-416c-85ac-5bf7e87670d2 · outbound
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
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.
Observation 02b68a5b-a510-43c7-9167-dd1ea0edc4a6 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Abstraction and analogy-making in artificial intelligence
Reference 27
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.
Observation 7a21b454-a378-4d96-a55c-b33be93cc105 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning to reason over visual objects
Reference 28
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.
Observation 880dbe82-8cd6-41d9-a9b9-efded97c184a · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Cohen, and Taylor Whittington Webb
Reference 29
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.
Observation 98727071-6a1a-43a8-a5d2-e9d1f2adb576 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Raven's progressive matrices and vocabulary scales
Reference 30
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.
Observation 6710161d-57f2-4667-a89f-010a0997fbf7 · outbound
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
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.
Observation 733e39f4-fb5f-417e-8690-c4665377c8d0 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A simple neural network module for relational reasoning
Reference 32
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.
Observation 6cbea4fc-3807-441d-a942-8fec34747bc3 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Unresolved cited work
Reference 33
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.
Observation d82fe972-75cb-4952-ba8f-ab9f45a7220e · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The topography of ability and learning correlations
Reference 34
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.
Observation bd3972e2-5fb9-46e0-8d5e-5ec81c17da76 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks A closer look at generalisation in RAVEN
Reference 35
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.
Observation 151669c0-e8c6-43a5-bd44-747d396d372e · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Evaluating the progress of deep learning for visual relational concepts
Reference 36
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.
Observation 7271e355-b684-4f7a-9be3-c322526a07ad · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Duel-based deep learning system for solving IQ tests
Reference 37
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.
Observation fd4d1fe3-341b-47b4-b887-40ca919660ce · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks How much intelligence is there in artificial intelligence? a 2020 update
Reference 38
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.
Observation 4ff24dd1-4bff-4e16-8b7a-5795c46137ff · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Automatic generation of raven’s progressive matrices
Reference 39
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.
Observation e64d016e-fdd7-448c-bf8a-495b6dcaf0f1 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning representations that support extrapolation
Reference 40
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.
Observation 6929fc7b-d835-4ac4-a260-c7fbb11e87fd · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fa4fa0e-32f3-4260-819b-8f7e2b15027a · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Neural prediction errors enable analogical visual reasoning in human standard intelligence tests
Reference 42
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.
Observation 0f2e273f-de41-43f2-bb7f-cf8d0b24f37d · outbound
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
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.
Observation 4cb1d993-de75-41f5-a1c7-be068a0f5101 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks RAVEN : A dataset for relational and analogical visual reasoning
Reference 44
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.
Observation 8aa0797b-24da-4b84-84d3-9d596cea9091 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning perceptual inference by contrasting
Reference 45
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.
Observation 5938d5bd-ac2c-459b-8212-166068b64dc9 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Abstract spatial-temporal reasoning via probabilistic abduction and execution
Reference 46
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.
Observation 959b3b01-4ef9-427c-86e6-1448aa0255af · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning algebraic representation for systematic generalization in abstract reasoning
Reference 47
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.
Observation eb279fda-7ed1-4187-bfd1-0069a7a36348 · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning robust rule representations for abstract reasoning via internal inferences
Reference 48
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.
Observation 04740fc5-507f-4a2f-bf6f-015ad68f1a2f · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks Learning visual abstract reasoning through dual-stream networks
Reference 49
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.
Observation 6de754a6-d924-437f-b91f-3d6df8fa0e2d · outbound
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks write newline
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.