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Paper Citation Record · LEDGER

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy

As of 15 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2412.12463.

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

pith.paper-citation-record.v1
2412.12463 v2

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:06:27.726418Z

measured 71 of 71 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

71 of 71 outbound references displayed

  • verified exact2
  • verified fuzzy56
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ff44963b-4fd7-4607-b110-a0166446a7ca · outbound

This paper cites Cross-image attention for zero- shot appearance transfer.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Cross-image attention for zero- shot appearance transfer

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.430304Z digest=sha256:e97372dec5bed4632199cfc9222b50446329f9b1f260a8c5c9802cfb0d9dda63

Observation e9d3c287-c32a-4265-9ede-6001931a2e79 · outbound

This paper cites Visual Prompting via Image Inpainting.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Visual Prompting via Image Inpainting

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.434606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.434606Z digest=sha256:5e3138510449aea352ea8ea2287b2f19dae635bc9f56e4ac1ed70536ea6b479f

Observation 87f878d8-b521-478d-9dde-f9103feef822 · outbound

This paper cites Loosec- ontrol: Lifting controlnet for generalized depth conditioning.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Loosec- ontrol: Lifting controlnet for generalized depth conditioning

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.609601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.440221Z digest=sha256:e3f04908a17753feb95379aeedf9cf675fa192a91a14ee8746f2c3aecdaee1c9

Observation bb89e8b6-6fba-4051-81f8-f69b1b2ab7b7 · outbound

This paper cites Intrinsic decompositions for image editing.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Intrinsic decompositions for image editing

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.598513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.445301Z digest=sha256:b2c065e241b960f3ffe35e99031b38481021406ca15ebc5b0b48de26aad71158

Observation 6ac61e25-2425-42d2-a656-8f46789f88b4 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Emerg- ing properties in self-supervised vision transformers

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.450084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.450084Z digest=sha256:87aa94153fb04f6b41c69586b56ffc8c1ce358a0b6e1f2de1b7ebac8e4c92707

Observation 39a333e3-59a7-442a-98a2-ba22a91e61ce · outbound

This paper cites Learning continuous 3d words for text-to- image generation.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Learning continuous 3d words for text-to- image generation

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.579864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.454925Z digest=sha256:1062b1b6406ebd89abf5e773a76f45d43a14b6590998b0b66c4ff0acfe6c5879

Observation 89dfe849-5542-4bb1-b876-d449cfd834e2 · outbound

This paper cites Image Quality Assessment: Unifying Structure and Texture Similarity.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Image Quality Assessment: Unifying Structure and Texture Similarity

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.460314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.460314Z digest=sha256:53a40a83b19378e75a2bee44eb9b5831d125bad8bedead1af7ea0021134c6d4a

Observation 0a4e4a7e-099c-4b10-8f6c-91c5c8a07cf8 · outbound

This paper cites Image vectorization and editing via lin- ear gradient layer decomposition.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Image vectorization and editing via lin- ear gradient layer decomposition

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.567839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.465041Z digest=sha256:01168ea3af08d62f79e42e9e8aa74f8787c3eb23881b7ec52657252d5bb8816e

Observation 44d6be00-2bd8-4b7b-9e0a-b2338ec79889 · outbound

This paper cites Learning to infer graphics programs from hand-drawn images.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Learning to infer graphics programs from hand-drawn images

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.555795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.469460Z digest=sha256:79e93e6e2f5918b6eeed5b8c28dc0468df8bb1ea0c3be6212303046d6e237c5b

Observation 0896893b-2540-495b-ab0d-e860c47e8d0c · outbound

This paper cites an unresolved cited work.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:28.543245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.473547Z digest=sha256:3dcf375deceed0c40fa1cc456fc3c41e2605cf074b95e37c7705025d31a4ab81

Observation 78a5ac25-4de2-4545-bf8d-86fa42d6a052 · outbound

This paper cites Forbus, and Dedre Gentner.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Forbus, and Dedre Gentner

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.530062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.477907Z digest=sha256:2152a96007efda7655877ec72578c7812f98d91eee7b3b938357aabfef43ebee

Observation 13600486-6680-4363-b496-fc9108e8a961 · outbound

This paper cites Dream- sim: Learning new dimensions of human visual similarity using synthetic data.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Dream- sim: Learning new dimensions of human visual similarity using synthetic data

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.518391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.482736Z digest=sha256:bdb090d412cb46031bc5cde4294d5f5c76f30cf9b7049b4761991f39212b1312

Observation ea4311e6-1d1f-4aeb-b0cd-3369988cab14 · outbound

This paper cites Kenny Jones, and Daniel Ritchie.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, and Daniel Ritchie

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.506459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.487168Z digest=sha256:37f57df2221248362fa0c195b017aac8743d8a3b442c2b20d56e424a661c6855

Observation a06c24ac-99d3-4c20-ae5b-486df9dfe3c0 · outbound

This paper cites Huang, Xianghao Xu, R.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Huang, Xianghao Xu, R

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.493397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.491870Z digest=sha256:8417f60caa72de23fb61d8283b17295095e210700f4a268b78c552eae552dc0d

Observation a0ff954a-b71e-444e-bcae-f1598c3d758f · outbound

This paper cites Computer-aided design as language.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Computer-aided design as language

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.480032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.496600Z digest=sha256:effb3e02ba5e9cbf03422d5529fcd77968dc6620e02d6c5662c1b1c2e4e21afd

Observation a928026d-2315-4676-b121-5a6a2c572df7 · outbound

This paper cites A Neural Algorithm of Artistic Style.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy A Neural Algorithm of Artistic Style

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.501384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.501384Z digest=sha256:f9e47409f645c50d04be1e429c636498b4eabe30be4a0802a1c12cd8b2631746

Observation 35aafd9c-2682-481d-912b-1fbe595e8f26 · outbound

This paper cites Structure-mapping: A theoretical framework for analogy.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Structure-mapping: A theoretical framework for analogy

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.466980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.506280Z digest=sha256:b2488ff0e6e4878e60f6023ab4e1960b444d8b1561957ecc6a50443ab8acbff7

Observation 0c967922-c4cc-4545-96df-2f5b66cd658c · outbound

This paper cites Analogist: Out-of-the-box visual in-context learning with image diffusion model.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Analogist: Out-of-the-box visual in-context learning with image diffusion model

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.455326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.510517Z digest=sha256:760d5a4abffb0a15efcfeef17b9c592ee719ea0a34cb0d4c60465aced1e1c2cb

Observation a5ea15de-6742-445e-abfc-8700042978a4 · outbound

This paper cites Guehl, R.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Guehl, R

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.443327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.514777Z digest=sha256:50047f2d15f9663c74a86fb8de93c0a875373a1d71e007a379b500ce26ef63c4

Observation be7c49ac-abd4-42f3-9235-1fa662f8effb · outbound

This paper cites Texsliders: Diffusion- based texture editing in clip space.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Texsliders: Diffusion- based texture editing in clip space

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.431237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.519219Z digest=sha256:2d41b0104b65a7cb52896499621df57cde27c785d9daccb95bcb5f7a21f2cc8b

Observation a56e950c-5452-47ae-a822-b7785e3c2b82 · outbound

This paper cites Prompt-to-prompt image editing with cross attention control.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Prompt-to-prompt image editing with cross attention control

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.523660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.523660Z digest=sha256:799197bd8aaa790381c48a1cffa85191a357bbe7e5b1d323ab0ac632c0844111

Observation e46bf9eb-de0b-408f-a09f-9ba00c666180 · outbound

This paper cites Jacobs, Nuria Oliver, Brian Curless, and David H.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Jacobs, Nuria Oliver, Brian Curless, and David H

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.412634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.527827Z digest=sha256:5f64c3e5705cde1b0d0ac630b59bc8771a6802f9e2c39da09058dd68e3edebba

Observation 3ecf9ccc-8ab2-4015-a6ec-058fd3067f94 · outbound

This paper cites Denoising diffu- sion probabilistic models.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Denoising diffu- sion probabilistic models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.400559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.532219Z digest=sha256:a543c0970bc7c311baffbea6c61eee181e624e946986a16248a1ed2db44c48e5

Observation 18a79ac1-77da-4486-aaea-ed2d9030d38c · outbound

This paper cites The Copycat project: a model of mental fluidity and analogy-making, page 205–267.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy The Copycat project: a model of mental fluidity and analogy-making, page 205–267

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.388589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.536534Z digest=sha256:d31c7d6f4212a4bdd45a421c358a67549e09cbbd737b33bae99bc38b8f3e3c61

Observation a768255d-da3f-450f-8494-462463eded14 · outbound

This paper cites Node graph optimization using differentiable proxies.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Node graph optimization using differentiable proxies

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.377518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.540583Z digest=sha256:a432c549c7a538b2661523ec2177738bfa93e97569150436ad08640fe3ef55a4

Observation d61bcef4-f145-4e24-a34f-5862255abb23 · outbound

This paper cites From CLIP to DINO: Visual encoders shout in multi-modal large language models, 2024.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy From CLIP to DINO: Visual encoders shout in multi-modal large language models, 2024

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.365629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.544701Z digest=sha256:ef4224bed76d12b0e067672ddae06d87ee09bfc28a533b2ff90dccd4bdb98743

Observation e0720544-ec1e-4be4-823a-994ec75c37ef · outbound

This paper cites Kenny Jones, Theresa Barton, Xianghao Xu, Kai Wang, Ellen Jiang, Paul Guerrero, Niloy J.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, Theresa Barton, Xianghao Xu, Kai Wang, Ellen Jiang, Paul Guerrero, Niloy J

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.352716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.548798Z digest=sha256:40125115c3fd287e7ecf2b2510589ac4825c69bc7b187721ae18855e2506151c

Observation 6a2229f5-b9e7-4e4a-92a0-db2fb3fe2ed1 · outbound

This paper cites Kenny Jones, David Charatan, Paul Guerrero, Niloy J.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, David Charatan, Paul Guerrero, Niloy J

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.340449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.553153Z digest=sha256:13aad19065cbdbf7c6af27e1a1b3df564933ab311b17405aea7b9aae51fb8176

Observation ef14709c-2270-42dc-a2d8-a2515bb685a5 · outbound

This paper cites Kenny Jones, Homer Walke, and Daniel Ritchie.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, Homer Walke, and Daniel Ritchie

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.327981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.557382Z digest=sha256:cfa78a6351421eec517c1706181d3ec85b40a49e099630ffcab493856ee20c6f

Observation 1f411094-c1e5-4bd2-ae0c-b64ed15777d5 · outbound

This paper cites Kenny Jones, Paul Guerrero, Niloy J.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, Paul Guerrero, Niloy J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.314815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.561234Z digest=sha256:1225c4b52afa62722381e09b565d59f61a8bf398099699beedb2fca6f716e56b

Observation e972a841-d2b4-49c2-9992-6a2832cdf7d9 · outbound

This paper cites Kenny Jones, Renhao Zhang, Aditya Ganeshan, and Daniel Ritchie.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Kenny Jones, Renhao Zhang, Aditya Ganeshan, and Daniel Ritchie

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.299414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.564673Z digest=sha256:138386c4c3ab5b33faa650c1adb0baaf644e3247364ead0891bf13c369995bcc

Observation f1ba5d9a-aa5d-4cc0-8d39-3ba6c1445b8e · outbound

This paper cites Reparamcad: Zero-shot cad re-parameterization for interactive manipula- tion.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Reparamcad: Zero-shot cad re-parameterization for interactive manipula- tion

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.568255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.568255Z digest=sha256:734358df5e3afaf6d79c6f257de003e29ea59e2ad622a3b18006e1c08002c132

Observation 342daff4-31f3-4705-8ba5-726504aa2eae · outbound

This paper cites Ebdm: Exemplar-guided image translation with brownian-bridge diffusion models.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Ebdm: Exemplar-guided image translation with brownian-bridge diffusion models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.281111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.571869Z digest=sha256:0e832b7bd979bb56a166e555feb710c200d5604cf5a6df78788656779577e221

Observation e8ef31ab-fc09-4677-8832-b0cbf2baacc1 · outbound

This paper cites End-to-end procedural material capture with proxy-free mixed-integer optimization.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy End-to-end procedural material capture with proxy-free mixed-integer optimization

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.270137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.575311Z digest=sha256:da87f46fd6fafd904156e80327368a327d44067e6550b59b0b5ff163ba504364

Observation d11e132c-badc-4bf4-95f5-e1f8caeee886 · outbound

This paper cites an unresolved cited work.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:28.258573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.578727Z digest=sha256:9c5fa5c20e69e322942860d85ad7741763fcf534620b3e1ca467b6a7116915e9

Observation 30fcfcc4-29b0-47cd-9669-add886f9fb8d · outbound

This paper cites Dunn, Hao Tang, Michelan- gelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, and Kevin Ellis.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Dunn, Hao Tang, Michelan- gelo Naim, Dat Nguyen, Wei-Long Zheng, Zenna Tavares, Yewen Pu, and Kevin Ellis

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.247032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.582184Z digest=sha256:08998246373c90e11875174a1f1a3a48c9da806e88cd2041fd2a8d4d07cc8240

Observation e466004d-1891-4348-9abb-97db353131fe · outbound

This paper cites Visual attribute transfer through deep image analogy.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Visual attribute transfer through deep image analogy

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.235430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.585488Z digest=sha256:f64563628c8979587568ce953b4af6bf9b87ad45c2182de8e661a096ee0003dd

Observation c2aeb9e9-b60a-480f-a02c-fc54c4e6674e · outbound

This paper cites Programmable 2d arrangements for element texture de- sign.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Programmable 2d arrangements for element texture de- sign

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.223879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.588819Z digest=sha256:70ad1de7606800216dc33483593e3870e46ba8c3abb140dd5594280f67d13f72

Observation 149958aa-6fb1-4f6b-b425-62da928a1ada · outbound

This paper cites One noise to rule them all: Learning a unified model of spatially- varying noise patterns.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy One noise to rule them all: Learning a unified model of spatially- varying noise patterns

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.212582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.592446Z digest=sha256:249f6ebca982da3e134434f653294aee52f795f4b023ddcf8c83e8a87b5ce389

Observation fa5fe864-2d8b-49f2-9cb9-fd593a150ded · outbound

This paper cites Free- man, Joshua B.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Free- man, Joshua B

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.199473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.596695Z digest=sha256:b0d74976eb196021d866366ebb6832b48482c62e48813272ac334086da8332b3

Observation f11d2211-b91e-40d0-919a-9a2312a591cc · outbound

This paper cites McCarthy, C.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy McCarthy, C

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.187605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.600876Z digest=sha256:db79ee7728b2f94a318b7a5da75cd6c584e83574c2140e4924e222ea25ac5566

Observation a6c4e88d-e9e9-4c22-b0a9-c39dbfaeeaa5 · outbound

This paper cites InstructGIE: Towards Generalizable Image Editing.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy InstructGIE: Towards Generalizable Image Editing

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:06:27.811677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.605262Z digest=sha256:c8b7783b5759718992cfae44d547d16b3d9774f21f0ce82f0c1a74985e554d56

Observation 63696134-34f3-4424-af50-2963b09c2116 · outbound

This paper cites an unresolved cited work.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:28.175498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.609683Z digest=sha256:b927dd3184bfdc97018a9bb547efa6fc4931d4885ac6aeea4feae3f355f5b770

Observation cfaaa9e5-2086-4dc8-bcd1-99f46cbd21ed · outbound

This paper cites Editable Image Elements for Controllable Synthesis.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Editable Image Elements for Controllable Synthesis

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:06:27.793240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.614103Z digest=sha256:9dc3bb2184a44571b859bc556acd1530954c9eecd2a0ba4af6d0895000857f82

Observation 88c29304-3765-46b4-96a1-f3bfed8035cd · outbound

This paper cites Gpt-4 technical report, 2024.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Gpt-4 technical report, 2024

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.163845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.618806Z digest=sha256:877ce99a72834d19db04dc6aee206186fd815c12c54ff48f77a1596e85a68092

Observation d77d4279-e6c2-40b2-90ee-05dd24a810a8 · outbound

This paper cites an unresolved cited work.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:28.151890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.623595Z digest=sha256:263ebbe1797f445da2af53a2975f4790e2cff3711571c7ae951989cefc34372e

Observation 72845205-8b1f-45c4-9d5f-78f87cd121bc · outbound

This paper cites Yeh, and Rana Hanocka.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Yeh, and Rana Hanocka

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.141675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.628109Z digest=sha256:61e6f7dbc3db9278ac8f5f30d61c997f36b25345409afa6fb1a3ec541bad3fbd

Observation 6050d0a6-8319-4838-8722-4b941f29f75f · outbound

This paper cites Learning transferable visual models from natural language supervision.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Learning transferable visual models from natural language supervision

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.131623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.632752Z digest=sha256:8c596365858197af104f2bd4a0b31a0a10ca25a6c853223aecca991024111563

Observation c2cf1309-e954-43c6-981a-4dc1ff0cb68a · outbound

This paper cites Deep visual analogy-making.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Deep visual analogy-making

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.120573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.637057Z digest=sha256:a78ed354839142cca48bb2dcba4fe3379e0eaf7cf4e322734c53be177c55e2a0

Observation 36b1e84d-7a37-468e-bfb0-4ed7861575b8 · outbound

This paper cites Csg-stump: A learning friendly csg-like representation for interpretable shape parsing.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Csg-stump: A learning friendly csg-like representation for interpretable shape parsing

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.108803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.641349Z digest=sha256:784a00b33a21942285318acbb96fe6b73ea9ad7919bb193f2a543692991dc5bd

Observation 30dffa6c-7000-40bd-a1dd-2ba748dd6893 · outbound

This paper cites Extrudenet: Unsupervised inverse sketch- and-extrude for shape parsing.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Extrudenet: Unsupervised inverse sketch- and-extrude for shape parsing

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.095232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.645680Z digest=sha256:8f119b3d447f85ba74bf5c690b5de54bd42365f46df07475aa8fd2bc52df6d96

Observation 8f04ab6c-6a11-42dd-b906-ac468535b41b · outbound

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

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy High-resolution image synthesis with latent diffusion models

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.084087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.650115Z digest=sha256:f4df6bb28aa55a1d7b95ee062283c5d375d8f23230184c94d8cd8460e8396e78

Observation b7f76e82-7802-42f7-88fe-ba836d3e139a · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy U- net: Convolutional networks for biomedical image segmen- tation

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.072472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.654433Z digest=sha256:ae3246967fd353f231832ddec79309bcda4d17c29aed8ce8ad610df543a735c0

Observation df0ba4e7-1602-41be-adaa-3cc22e736fae · outbound

This paper cites Geodiffuser: Geometry-based image editing with diffusion models, 2024.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Geodiffuser: Geometry-based image editing with diffusion models, 2024

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.060196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.658564Z digest=sha256:68dca783bcc147a82f3e0fc5d349f8dd126992b4cafedf9fbca12085a098125b

Observation e8b7841d-5637-4b26-aed8-e32ab0f3cdd9 · outbound

This paper cites gtangle: a grammar for the procedural generation of tangle patterns.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy gtangle: a grammar for the procedural generation of tangle patterns

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.048118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.662444Z digest=sha256:761dd9a97df2319230ff9338483e4f63cf146f04d490b354a88d6a2b86a6c91f

Observation 268cfe53-4764-456d-89d9-2f37f4cb4c51 · outbound

This paper cites Match: differentiable material graphs for procedural mate- rial capture.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Match: differentiable material graphs for procedural mate- rial capture

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.035466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.666472Z digest=sha256:1894c2695b1e78f06c293b86a0ea9990329c8528b40fe20d7e257005a733f8e3

Observation 51529200-872f-438d-973a-08064a92e919 · outbound

This paper cites Imagebrush: learning visual in-context instructions for exemplar-based image manipulation.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Imagebrush: learning visual in-context instructions for exemplar-based image manipulation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.022559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.670557Z digest=sha256:be36278de36ce3ac6a914bf095fe98224fe03304790aab6bd6d83333fa07c650

Observation dc7708a7-bb29-4863-a26d-95a076377979 · outbound

This paper cites ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.674532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.674532Z digest=sha256:54e30b917aa61ed695a19bdac43532bcd950835011e2f9858b266856302abd7c

Observation 7c18b5f5-4eba-4354-a5b5-00f27675b8a0 · outbound

This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Eyes wide shut? exploring the visual shortcomings of multimodal llms, 2024

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:28.010901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.678806Z digest=sha256:0dac554a8542a0cf214260939dd4fd829f333fe0fef9463bb9c35c10eaefa0ba

Observation 4600b953-f82c-428b-9c1e-3a3e3cd96099 · outbound

This paper cites Solving olympiad geometry without human demon- strations.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Solving olympiad geometry without human demon- strations

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.998706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.683272Z digest=sha256:05c0dd4d849c378a2ade8eb3a310a9333afd4e758c157692155b868ed550a3d9

Observation e6c5e7e3-588c-455c-9c1f-777540694d06 · outbound

This paper cites Diffusion image analo- gies.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Diffusion image analo- gies

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.986597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.687552Z digest=sha256:aa8da589136471f352e735b1db758663956f097eba8b15f0dfcc8e137b6fe613

Observation bd64056d-6fff-4440-91c4-7d3ee768882b · outbound

This paper cites EDICT: Exact Diffusion Inversion via Coupled Transformations.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy EDICT: Exact Diffusion Inversion via Coupled Transformations

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T14:06:27.691794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:06:27.691794Z digest=sha256:173e196958a2c950c976fc86a57bcb918a7e22155169631fd2d13a67e7d0170e

Observation 8aafdcae-dc2d-4148-b03f-67f6d9e8e9e0 · outbound

This paper cites Deepcad: A deep generative network for computer-aided design models.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Deepcad: A deep generative network for computer-aided design models

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.976321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.695996Z digest=sha256:4687a4356c6d1eea62a22215d13fcb59907feaac064235b87c423c1213f1067e

Observation edba8550-ff7b-4c10-bde2-a8d2f41b1cee · outbound

This paper cites an unresolved cited work.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:06:27.964383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.700172Z digest=sha256:ac2d74a1342884adbe9cd7f02f403ca428a146809a007c9d56d82f3e28c3ba3c

Observation 45a58632-45f4-4fb9-b8ff-7c24b4930281 · outbound

This paper cites Versatile diffusion: Text, images and variations all in one diffusion model.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Versatile diffusion: Text, images and variations all in one diffusion model

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.952324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.704262Z digest=sha256:f8613fef740e7733d416a2dfe5fa772520bf3508ab1166d5444d5c2b2b6514ed

Observation c05c89ef-3e6c-47ff-a99c-39e1e38b05aa · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Diffusion models: A comprehensive survey of methods and applications

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.939717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.708106Z digest=sha256:705ce237ec173ac6a6d2edf6692b60a1f38a18f753373f90879d9971a43a70c8

Observation b2ab88bf-320a-47c0-9210-b8513bfc4a90 · outbound

This paper cites Hodgins, and Levent Burak Kara.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Hodgins, and Levent Burak Kara

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.926220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.711905Z digest=sha256:ae25caeac388c30458421ce762a4c90b641006850ab8985d018dda94b905f66b

Observation 481a39e5-983f-479c-9160-04c88d3b3217 · outbound

This paper cites Sigmoid loss for language image pre-training.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Sigmoid loss for language image pre-training

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.913436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.716195Z digest=sha256:84a9078114729f571c9b47f3c0392aea99dde743ba80be69d86b019261d505a6

Observation 99270296-e1fa-4383-90a2-f7f6d58bfe75 · outbound

This paper cites Transparent im- age layer diffusion using latent transparency.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Transparent im- age layer diffusion using latent transparency

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.900424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.719492Z digest=sha256:c3b21644f63b0eb158820cefcf35126564a62eccd8352d4d4d68b7acf6542b01

Observation 40f7f901-2537-4e9c-b0f9-bfabb03c987d · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy The unreasonable effectiveness of deep features as a perceptual metric

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.886950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.722878Z digest=sha256:a5be477ee11ed37fdc059d76b2fe9b5263b1943e552e32f02afc7b2d6287323d

Observation 70b17f97-a340-44d4-9973-f203e14eaaf0 · outbound

This paper cites Unpaired image-to-image translation using cycle- consistent adversarial networks.

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy Unpaired image-to-image translation using cycle- consistent adversarial networks

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:06:27.874358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T14:06:27.726418Z digest=sha256:49dab3893e51ba62cfa0310818880b63fe99afe733c70b082f3a82a176416af1

Pith citing papers

No inbound Pith citation observations are available.