Pith. sign in

Paper Citation Record · LEDGER

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning

As of 10 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2507.11761.

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

pith.paper-citation-record.v1
2507.11761 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:09:49.298377Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

63 of 63 outbound references displayed

  • verified exact6
  • verified fuzzy32
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ffc14fa-5cf8-4bee-9e4f-25e433087fd0 · outbound

This paper cites Measuring abstract reasoning in neural networks.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Measuring abstract reasoning in neural networks

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.845471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:43.763406Z digest=sha256:ff2fed9079b85f13fa8202839eed836644beda14846fb190e85fe3a0883106a5

Observation 58fb960a-84f8-4f5d-becf-9211f81d5db2 · outbound

This paper cites K., Yantis, S., and Geman, D.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning K., Yantis, S., and Geman, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.671503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:43.980990Z digest=sha256:e05b466cf00d5757f8db879e22cc4667fa396a1e460b68c2fc04771fe165338a

Observation 0ec22e87-44d3-4448-99b8-793bbc256ee5 · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning to make analogies by contrasting abstract relational structure

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.513608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:44.178322Z digest=sha256:c4eac0f8654c957b2b3687189dac7ccd10df6d51d206e43674a7a51a23032f0c

Observation eb757d42-b436-47f4-8eb9-645af0faefa6 · outbound

This paper cites Attentive Neural Processes.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Attentive Neural Processes

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:44.395595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:44.395595Z digest=sha256:851312896f5591d063b80ea79a8333592c139163a18710df289f471e6206784f

Observation 1ed9e009-56c2-4526-8b54-bad4b43f2969 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Adam: A Method for Stochastic Optimization

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:44.557130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:44.557130Z digest=sha256:985019c84ae9c3193ee7f3f697a1decd54b94c8af30d82613dfb2ce25c3704c7

Observation ce54db3d-1d32-4191-a331-54c8d9d63780 · outbound

This paper cites and \.Z ychowski, A.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning and \.Z ychowski, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.366761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:44.669366Z digest=sha256:f8676914ceb37e8fbdf03332993e169bdea4b92b874023f30b1e7e50afc7b80e

Observation 67fa5e21-63d2-4105-b12a-d1caf625113d · outbound

This paper cites Learning to reason over visual objects.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning to reason over visual objects

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T17:09:51.257702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:44.768042Z digest=sha256:5b19f1717da211c6504f1c75181aca3cadb7bd76193c7d2304f23b9142b9a5bc

Observation 1f2b3edd-85b7-4feb-b8dd-83397d606bc4 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Pytorch: An imperative style, high-performance deep learning library

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:44.847082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:44.847082Z digest=sha256:5295ede6aa87f0888c757366634947d02a1344071598e35aa972ce5c2d9f2fae

Observation 4c31e8f4-b8cb-42b9-96c3-d1d7532f44ea · outbound

This paper cites Neural discrete representation learning.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Neural discrete representation learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:44.918603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:44.918603Z digest=sha256:f844a15a1ca403bf29e80a945303555304639627d0bfa491208901c4351fbc92

Observation 070b0db9-2080-4153-8fd9-1466c9edbce0 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning N., Kaiser, ., and Polosukhin, I

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:44.994495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:44.994495Z digest=sha256:6daae8ac8f3b4dd2f1c97269583a22c236a868e279e0aad6bf8bae1a3168abef

Observation 32191b20-f783-4284-a234-353dab90b2ef · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Raven: A dataset for relational and analogical visual reasoning

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.220491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:45.066537Z digest=sha256:2a0ca5747fbb53770c4ad3c10379b615147194be34acf59f9c407af8c0059a13

Observation d4ca8da1-e33c-481d-a087-4462393cad87 · outbound

This paper cites write newline.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning write newline

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.160420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.160420Z digest=sha256:b5ef8d40fc0ccec35d61b3ea51286c2c2c17b87b75e7b18ddb263502f22c93ad

Observation ca40b4c6-6ab6-406b-8c6c-a0b9437898f2 · outbound

This paper cites GPT-4 Technical Report.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning GPT-4 Technical Report

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.232819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.232819Z digest=sha256:aba7ac2322c0815db2de2254cf067a2a9e9b06baf76f5a7700ca28ccabd9812a

Observation d1b5e78d-d584-47eb-b9e9-97eb46ff525b · outbound

This paper cites Sequential Modeling Enables Scalable Learning for Large Vision Models.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Sequential Modeling Enables Scalable Learning for Large Vision Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.306221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.306221Z digest=sha256:777d05733abf9617f7d209aca2f345d4b89d48ab7bbd83dce8590f7d52b258b0

Observation 2ed10c84-0b4a-4e86-889d-0c2e5b428a03 · outbound

This paper cites Visual prompting via image inpainting.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Visual prompting via image inpainting

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:57.090796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:45.374402Z digest=sha256:e9636127e3c7646b4d68f07c491888e6674ba3dab88e90a4c25414d0f1a9d770

Observation 8f3ea053-85da-4d1f-b634-e4a8b26db714 · outbound

This paper cites Scale-localized abstract reasoning.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Scale-localized abstract reasoning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:56.925657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:45.442287Z digest=sha256:c735efc0f0e907d9bcebf466d2bb4777f625c6e0c21d23a61e76239373234658

Observation 3a3469d4-ac0d-4235-ab38-2c75f7a012b1 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.558029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.558029Z digest=sha256:b7b1efff5676b5f0764a04a3e463da8b573febbff4deeb01bc6b3da9254fc006

Observation 6d8e6f2f-047e-4e40-b836-475ae14924a9 · outbound

This paper cites What is the Visual Cognition Gap between Humans and Multimodal LLMs?.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning What is the Visual Cognition Gap between Humans and Multimodal LLMs?

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.652974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.652974Z digest=sha256:1bbf7cce71f9795684afdb20e4e5efcedce9a2f436030fa4499b72a1e004f4d7

Observation 17ca5979-6dc4-44a3-aaab-427a966f0d2a · outbound

This paper cites an unresolved cited work.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:09:56.782174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:45.746157Z digest=sha256:3a8afd5cbf2c54428351da86262e5f2b6e57b4ada8dd5f8e06977a8429751d33

Observation 9545a469-8d2a-4d07-96ea-46883979ecd3 · outbound

This paper cites Infogan: Interpretable representation learning by information maximizing generative adversarial nets.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Infogan: Interpretable representation learning by information maximizing generative adversarial nets

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.840796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.840796Z digest=sha256:8a2b48004fc5578beaaad340eeab153a73cf01836ef8fe91ae0acbe33227fc9f

Observation ba450ec8-6bee-4317-ab50-dc16cf996054 · outbound

This paper cites On the Measure of Intelligence.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning On the Measure of Intelligence

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:45.935738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:45.935738Z digest=sha256:3ea8b39fc3c3a934d1e7641e7c3f71093f967512af1609e3de67ca46cc8e4ef5

Observation e8cbe25e-dec4-49bc-a5c3-2f988c88c773 · outbound

This paper cites Im-Promptu: In-Context Composition from Image Prompts.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Im-Promptu: In-Context Composition from Image Prompts

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:50.974874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.037554Z digest=sha256:c25f68f51e6200280dd6a996e5a0b4cf3bf69fb8c37faa54751048ea2e29e275

Observation d4eb494c-8dbd-42d1-a422-ce4477c2e19e · outbound

This paper cites A., and J \"a kel, F.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning A., and J \"a kel, F

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:56.628311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.125837Z digest=sha256:77228485bc10a72e77c6d12c7675548b9aef6253c532f9fe99fe26296224ac63

Observation c3c0686e-2fcf-4910-88c8-ef9c84ade554 · outbound

This paper cites and Mordatch, I.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning and Mordatch, I

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:56.485303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.195999Z digest=sha256:f739939a41633d09fe64425883cffb21b7e09683ba144ff06e4647c00bb83e28

Observation ea675afb-deaa-4f47-a35e-fc097a7b2f8b · outbound

This paper cites Neural diffusion processes.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Neural diffusion processes

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:56.308399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.316053Z digest=sha256:4adc9aa8444869eb8679b90f4b177f306e777853eaee05de2979bc76a1a993df

Observation 7206a850-fa71-430a-858d-bde6a48d0ef1 · outbound

This paper cites Neural Processes.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Neural Processes

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:46.388299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:46.388299Z digest=sha256:b384d22580514a889b8ea3cbc55fcc7446626a9fd96119f1492e316e88fc6e10

Observation c1a7d679-56c3-4485-a4c4-a2a2a996508b · outbound

This paper cites Generative adversarial nets.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Generative adversarial nets

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:56.165631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.481161Z digest=sha256:4e7be83ed7338681ef1f58a44be836e5c7d6dde503b29726670ecb08709a6ec7

Observation ba95795d-4bfe-45a6-bc51-7b49ce7bf45e · outbound

This paper cites an unresolved cited work.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:09:55.971128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.571592Z digest=sha256:701e291058b3dba4d7e48674477940a2dfaec4c299d30a027f4e524b5d9c56b4

Observation 3f1df3db-fae0-4008-9454-7f923c5b7334 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Masked autoencoders are scalable vision learners

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:46.649306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:46.649306Z digest=sha256:84dfdae7f504ae5d3ed7aedd2b4dd08c3e44644e9e37f916a1386be54c62166a

Observation 982f770c-b95f-4858-9f01-415ac5c52170 · outbound

This paper cites A neuro-vector-symbolic architecture for solving raven’s progressive matrices.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning A neuro-vector-symbolic architecture for solving raven’s progressive matrices

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.831248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.733771Z digest=sha256:4578505eba089c1b6679ce9b4e7bf344f3037041ad129f31c270362de45ef565

Observation e1ddb70f-fb31-4a54-89a8-83c29ef0148b · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning to make analogies by contrasting abstract relational structure

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.667186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.806932Z digest=sha256:9ae611c39f4397b7b1fa4a1e3c7b162357fe252723146d37cded5607b2f0561a

Observation 2254b691-30a1-4c91-b3da-4750f99366f5 · outbound

This paper cites Learning to Make Analogies by Contrasting Abstract Relational Structure.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning to Make Analogies by Contrasting Abstract Relational Structure

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:46.879097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:46.879097Z digest=sha256:0d9660cadd9554db78d30d6e2ce517a4f4b88596b0ab669309f6ce5181044011

Observation c0d0451e-ae97-4282-a10a-8025abde6e3f · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Stratified rule-aware network for abstract visual reasoning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.518000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:46.984604Z digest=sha256:0acf6b318fc7e24c8f9a619e4b74513fd73aed6f9f81acd98902e05f0c73d5a2

Observation 903a4002-3ca9-4160-978b-05ac9307a924 · outbound

This paper cites Auto-Encoding Variational Bayes.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Auto-Encoding Variational Bayes

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:47.035739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:47.035739Z digest=sha256:8ac9aee5004f19e96eb469fc53b15a73c62f6192e2cae174fb7e906017058016

Observation 1dee0e88-d334-4f86-b258-6f59f67ea82f · outbound

This paper cites R., Lewandowsky, S., and Griffiths, T.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning R., Lewandowsky, S., and Griffiths, T

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.352772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.097841Z digest=sha256:7a6f4c5274815023ff9e54af794cce00db22db30a7afd19f1460dba1f8cc4033

Observation 0bc7cdb3-fbf2-4166-a672-812af0355a8f · outbound

This paper cites Object-centric learning with slot attention.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Object-centric learning with slot attention

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.183535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.166733Z digest=sha256:00ec2aaad211b2bddf41850360622a401a0309888d47eec3e0706deb2e54802f

Observation d2d2da2a-e0a3-4f22-b320-3fdce56bbf4e · outbound

This paper cites A structure-mapping model of raven's progressive matrices.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning A structure-mapping model of raven's progressive matrices

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:55.037037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.231133Z digest=sha256:97480aca9827c4d8241126f005e6d74bfa01fb0958a647582a2fa7e84ee12bcc

Observation 6f953d77-f13a-482f-b314-215ae5b7d4ad · outbound

This paper cites Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:50.664411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.288072Z digest=sha256:48d91108becb0071b44bd41eb7a4afbfc70d708d5f92da9bee51cf58f0150da4

Observation d5e0d98a-1b9e-4998-be74-5a425db72e22 · outbound

This paper cites A Review of Emerging Research Directions in Abstract Visual Reasoning.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning A Review of Emerging Research Directions in Abstract Visual Reasoning

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:50.429265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.339744Z digest=sha256:e84c8f60954a6a79a802b8fc0c3a06ceebd8c81a5ec6aee68bc4dd742a388f84

Observation 40c13b50-ddda-4731-955a-b2f6106d8243 · outbound

This paper cites Intuitive physics.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Intuitive physics

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:54.903068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.384056Z digest=sha256:61ee9e69307128ccef42e904c43b0f8380ffb92df08dd083a3d8733705914400

Observation dfcb7f32-0454-4957-98cf-3ba14d883f9b · outbound

This paper cites The colossal book of short puzzles and problems, 2007.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning The colossal book of short puzzles and problems, 2007

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:54.763803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.462225Z digest=sha256:8b6a7daaf4faf3a5a2abd68cfa8537777845d59b27f21044f5b8df3b95b38e60

Observation 3bdd53a3-059a-48f1-ad78-492d4d7a3b74 · outbound

This paper cites Conditional Generative Adversarial Nets.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Conditional Generative Adversarial Nets

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:47.548817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:47.548817Z digest=sha256:076c0e3d57054245a9aa5de2a2497ccb74c5de0fe76ff9677c506ac83e950ade

Observation f3ec6495-b75f-495c-b4ac-4dc0edff407c · outbound

This paper cites B., Zhu, Y., and Anandkumar, A.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning B., Zhu, Y., and Anandkumar, A

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:54.568481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.611041Z digest=sha256:c0b7e425bfd86a6aa19b9c0e18c8aabc8f87cd93f0fd1361bec4f790e1b56265

Observation 6d9cf0d1-4316-4fa8-842e-d1bbc05b6353 · outbound

This paper cites Generating Correct Answers for Progressive Matrices Intelligence Tests.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Generating Correct Answers for Progressive Matrices Intelligence Tests

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:50.149047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.673290Z digest=sha256:a2d87c8050d76a715928b5f2811e25955df9160e26ca3410eb0b7718185d37f8

Observation 9583f5b7-23cf-44e6-bd41-7543ce301851 · outbound

This paper cites an unresolved cited work.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:09:54.294687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.728242Z digest=sha256:f7d284cb80f98ce1c6c3cbd72a27cd42ed0a7faad8b01175f44ad1ff4100cd4c

Observation a397556a-bf0d-413d-86d1-588ff31f82b9 · outbound

This paper cites Generating diverse high-fidelity images with vq-vae-2.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Generating diverse high-fidelity images with vq-vae-2

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:54.062359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.787333Z digest=sha256:f2d0fcee04c827f64d0a1552c8facd46c156bdc0cd51c7181aed35e54951a720

Observation c20aabf2-aae2-4060-aa55-0cc10287a523 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning High-resolution image synthesis with latent diffusion models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:47.848694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:47.848694Z digest=sha256:7ff5b7bc62d0853d7ccf9ab32ca8a825cc1840c0df07ff8af596dfda87181277

Observation d8e82f24-0206-4467-aa68-0d6dcf6098fc · outbound

This paper cites Raven's progressive matrices completion with latent gaussian process priors.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Raven's progressive matrices completion with latent gaussian process priors

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:53.835576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.907422Z digest=sha256:8e1d256e50e417fd37a5118de77b556cda8d2609fe4edc4b61c6acf0f4dacc81

Observation 59676c98-da91-4c5c-b266-5a408fdbb7fd · outbound

This paper cites Compositional law parsing with latent random functions.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Compositional law parsing with latent random functions

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:53.588194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:47.969920Z digest=sha256:7e6c2a6b0381216f97b60822c1b5551e102b72e5f23e154e2256d735f274387f

Observation e99d7f82-e649-4008-ab5f-bbeae3298371 · outbound

This paper cites Towards generative abstract reasoning: Completing raven’s progressive matrix via rule abstraction and selection.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Towards generative abstract reasoning: Completing raven’s progressive matrix via rule abstraction and selection

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:53.381917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.042385Z digest=sha256:70548bce3c4a5d9b3144f4fc2ad6f9750daa2c0ed504e11935a7fc020abceea0

Observation 523e5b1c-bfe9-4558-842d-1f2f9850e172 · outbound

This paper cites Learning structured output representation using deep conditional generative models.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning structured output representation using deep conditional generative models

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:53.216115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.111443Z digest=sha256:8e5022ffc9951faa402390c1014522892f8c67b5360c8b67d388189aa6fad8e8

Observation 2ea2ae59-b551-4b00-b5db-ac1ea2a220f0 · outbound

This paper cites Are disentangled representations helpful for abstract visual reasoning? Advances in Neural Information Processing Systems, 32, 2019.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Are disentangled representations helpful for abstract visual reasoning? Advances in Neural Information Processing Systems, 32, 2019

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:53.051077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.222827Z digest=sha256:37c343ae694a90ef88dbdd1a46442e5ca403f30a6ff2287e27067e0d8bb17876

Observation 80f7ad8b-21ac-48e8-b774-37ae84503860 · outbound

This paper cites Abstract Diagrammatic Reasoning with Multiplex Graph Networks.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Abstract Diagrammatic Reasoning with Multiplex Graph Networks

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:49.894597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.302093Z digest=sha256:16a2d0bb048c8cdf1daace1755a04a201f0e66ffd8eb60bd86dc54c841ae1512

Observation f51989f0-390c-4018-83e1-938c4d681534 · outbound

This paper cites S., and Cohen, J.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning S., and Cohen, J

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:52.844478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.415355Z digest=sha256:0ec1f18deb7b6b67f9f6e9770e548146bc1ef28c14c24b4d4fb69fc4b7c10729

Observation 143b4599-57b3-45ab-9f8b-d5643bf4b6f3 · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:09:49.575588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.525196Z digest=sha256:8d6ab622c96d072ec92299bd5f34673d62f6bb8c8768fc2f1039122a12575c34

Observation 5974e0ff-32b6-4245-96b9-e9244afe84dc · outbound

This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning VideoGPT: Video Generation using VQ-VAE and Transformers

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:48.615581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:48.615581Z digest=sha256:fce2048cd4b34eb10e75645a5fa65a09271716935d4e2b0e70def7683ffabaf1

Observation 5cd5e636-b186-4152-aec3-829e222c99a2 · outbound

This paper cites Compositional scene representation learning via reconstruction: A survey.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Compositional scene representation learning via reconstruction: A survey

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:52.677787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.697357Z digest=sha256:4bcecb0434261994f3107fb7b64e9d1732332f8ba6ff9e25862b537b608ba03c

Observation 5e0ebb45-1a3d-485e-a1ad-6b56213452b9 · outbound

This paper cites A deeper look at bongard problems.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning A deeper look at bongard problems

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:52.511448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.802502Z digest=sha256:da57d6296dfe4194a6696b43ce9d14c724384cc31436e5c185e4ff0e3ae80019

Observation 4884c9b5-db0c-4b1f-bddf-11f77ec0939b · outbound

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

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Abstract spatial-temporal reasoning via probabilistic abduction and execution

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:52.180189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:48.912182Z digest=sha256:0473c632728696fa3bc7bff24e05533247444ba0998c70c1141b936894214a8c

Observation e6e111cc-ac69-40af-b0ef-a59576bbb287 · outbound

This paper cites Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning

Reference 60

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T17:09:49.397933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:49.027463Z digest=sha256:7faf19c9d8b323a3e5cc160a591ce4b096bc1e67ee7126d9a7eab5b05085a44b

Observation 26378829-0ef0-4a8b-8169-bac28bf660ad · outbound

This paper cites MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:49.143377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:09:49.143377Z digest=sha256:ca10411ed412275db31909ec71ac8c3d017d9bf78e5d060d50dd88d9f1179094

Observation 3b618edf-59c4-4327-a10e-85013da011c7 · outbound

This paper cites Abstract reasoning with distracting features.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning Abstract reasoning with distracting features

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:51.871754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:49.228841Z digest=sha256:348710f1bd30250bb0b413ab1d7a1166a5531d52e9435d28cf3d5bf603f5e6cc

Observation b9c232c9-7054-4445-9522-289d3d9033f0 · outbound

This paper cites and Kankanhalli, M.

Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning and Kankanhalli, M

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:09:51.579284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T17:09:49.298377Z digest=sha256:620c2dac1f6424b774d99024b53d39b409a89502882b9b84fa328837b7174501

Pith citing papers

No inbound Pith citation observations are available.