Paper Citation Record · LEDGER

Design-o-meter: Towards Evaluating and Refining Graphic Designs

As of 24 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2411.14959.

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

pith.paper-citation-record.v1
2411.14959 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:45:15.054162Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T11:44:08.974789Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T11:45:21.120051Z

Reference resolution

64 of 64 outbound references displayed

verified exact1
verified fuzzy47
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c97a3003-0864-4aa3-8796-2e6d1ede278f · outbound

This paper cites Masked siamese networks for label-efficient learning.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Masked siamese networks for label-efficient learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.914793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8f9ff3df-782c-486d-b8bb-0e60510491a6 · outbound

This paper cites an unresolved cited work.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:45:15.902994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 15a19c3e-f81e-4992-aad0-ada6366e2e16 · outbound

This paper cites VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

Design-o-meter: Towards Evaluating and Refining Graphic Designs VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14bed437-439e-4128-978b-6aded829a2a5 · outbound

This paper cites Computational modeling and experimental investigation of effects of compositional ele- ments on interface and design aesthetics.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Computational modeling and experimental investigation of effects of compositional ele- ments on interface and design aesthetics

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.891699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bd7631b2-67da-4a3a-bcf9-ab9b11a50959 · outbound

This paper cites Signature verification using a” siamese” time delay neural network.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Signature verification using a” siamese” time delay neural network

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.879997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a352d694-824f-4449-8c49-d2d30811d421 · outbound

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

Design-o-meter: Towards Evaluating and Refining Graphic Designs Emerg- ing properties in self-supervised vision transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.832195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ffd82e8-9675-41c6-b9ba-c8e9ad8f0993 · outbound

This paper cites Lay- outdm: Transformer-based diffusion model for layout gener- ation, 2023.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Lay- outdm: Transformer-based diffusion model for layout gener- ation, 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.861430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f5c9ec79-c56f-44ac-b463-6117ed859f24 · outbound

This paper cites Towards aligned lay- out generation via diffusion model with aesthetic constraints,.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Towards aligned lay- out generation via diffusion model with aesthetic constraints,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.850957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9dca6fd9-27b3-4bef-a565-c7e569eccc65 · outbound

This paper cites Graphic Design with Large Multimodal Model.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Graphic Design with Large Multimodal Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.843920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150010e5-cc85-44ea-a457-c914236ec260 · outbound

This paper cites Out of time: auto- mated lip sync in the wild.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Out of time: auto- mated lip sync in the wild

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.839822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a6cacd78-c17c-4bf0-8087-2d74a07f0cd2 · outbound

This paper cites An evolution- ary many-objective optimization algorithm using reference- point-based nondominated sorting approach, part i: solving problems with box constraints.

Design-o-meter: Towards Evaluating and Refining Graphic Designs An evolution- ary many-objective optimization algorithm using reference- point-based nondominated sorting approach, part i: solving problems with box constraints

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.827884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b0a7993-7e16-4412-9cbf-2b0ecf76abe8 · outbound

This paper cites an unresolved cited work.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Unresolved cited work

Reference 12

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Source-reported events for the cited work

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Observation 93575478-10b6-4928-9335-d81d9fa05ac6 · outbound

This paper cites A fast and elitist multiobjective genetic algo- rithm: Nsga-ii.

Design-o-meter: Towards Evaluating and Refining Graphic Designs A fast and elitist multiobjective genetic algo- rithm: Nsga-ii

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.808319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c58397d1-d652-4b70-a32c-244f6a823534 · outbound

This paper cites Webthetics: quantifying webpage aesthetics with deep learning.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Webthetics: quantifying webpage aesthetics with deep learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.795977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cf842a47-9fe0-4482-847d-1f3a2101545b · outbound

This paper cites Adaptive sub- gradient methods for online learning and stochastic opti- mization.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Adaptive sub- gradient methods for online learning and stochastic opti- mization

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.784134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b4e39738-dc86-43b9-bf2a-b5cf00c9961a · outbound

This paper cites Emotionally Enhanced Talking Face Generation.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Emotionally Enhanced Talking Face Generation

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-12T14:45:15.241747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4365462b-afd0-467b-b902-67043abd15bc · outbound

This paper cites Can gpts eval- uate graphic design based on design principles?, 2024.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Can gpts eval- uate graphic design based on design principles?, 2024

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.772219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 98db38fe-de61-419e-bd38-a9998337b03c · outbound

This paper cites Aesthetic measures for automated document layout.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Aesthetic measures for automated document layout

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.759529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 74dc740e-6141-48f3-9bfe-d953721b1b09 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.746435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f8d16b2-1f89-4313-a7d4-d6e796d16e7b · outbound

This paper cites Retrieval-augmented layout transformer for content-aware layout generation, 2024.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Retrieval-augmented layout transformer for content-aware layout generation, 2024

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.734797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 19fa4441-c82a-458b-835e-7328cee9b325 · outbound

This paper cites Posterlayout: A new benchmark and approach for content-aware visual-textual presentation layout.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Posterlayout: A new benchmark and approach for content-aware visual-textual presentation layout

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.723780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3de7a05e-30e5-4f73-8af9-12e7d52485bf · outbound

This paper cites Towards flexible multi-modal document models, 2023.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Towards flexible multi-modal document models, 2023

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.712314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5dcc0200-3642-4922-8eca-2d99623d5d45 · outbound

This paper cites Opencole: Towards reproducible automatic graphic design generation, 2024.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Opencole: Towards reproducible automatic graphic design generation, 2024

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.700897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12b35f01-1127-4782-a878-d2c42ff9535d · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal co- variate shift, 2015.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Batch normalization: Accelerating deep network training by reducing internal co- variate shift, 2015

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.688388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a26872a-b0a4-40e1-857f-28db1cfe6f7b · outbound

This paper cites Performance comparison of nsga-ii and nsga-iii on various many-objective test problems.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Performance comparison of nsga-ii and nsga-iii on various many-objective test problems

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.676328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a420c9d-4cdf-480d-80c7-f04e39597b9f · outbound

This paper cites COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design.

Design-o-meter: Towards Evaluating and Refining Graphic Designs COLE: A Hierarchical Generation Framework for Multi-Layered and Editable Graphic Design

Reference 26

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Source-reported events for the cited work

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Observation ede14f53-6882-4ca6-82ea-371d6ebf5270 · outbound

This paper cites Cole: A hierarchical generation framework for multi- layered and editable graphic design, 2024.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Cole: A hierarchical generation framework for multi- layered and editable graphic design, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.664107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50ff9ee0-38b1-48ee-9538-6a0616a177e3 · outbound

This paper cites A review on genetic algorithm: past, present, and future.

Design-o-meter: Towards Evaluating and Refining Graphic Designs A review on genetic algorithm: past, present, and future

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.651351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 33986d1b-d85d-4b83-9a0f-cf3cf4e774f4 · outbound

This paper cites Photo aesthetics ranking network with at- tributes and content adaptation.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Photo aesthetics ranking network with at- tributes and content adaptation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.639622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d2fe038-d1cb-427d-aeab-4c6ed25836e8 · outbound

This paper cites Aesthetics++: Refining graphic designs by exploring design principles and human preference.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Aesthetics++: Refining graphic designs by exploring design principles and human preference

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.628210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f66adcad-22b1-48f7-ada7-827a5e8e1b76 · outbound

This paper cites Har- monious textual layout generation over natural images via deep aesthetics learning.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Har- monious textual layout generation over natural images via deep aesthetics learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.616451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 86bbef23-9ab1-4a61-934f-cca3232903b9 · outbound

This paper cites Comparison between moea/d and nsga-iii on a set of novel many and multi-objective bench- mark problems with challenging difficulties.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Comparison between moea/d and nsga-iii on a set of novel many and multi-objective bench- mark problems with challenging difficulties

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.604176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d5f6630-6fae-4ee8-82c5-489aa113b1a7 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.938145Z

Source-reported events for the cited work

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Observation bbfff1a5-2ce1-4783-9e5c-af8369d13b3c · outbound

This paper cites Attribute-conditioned lay- out gan for automatic graphic design.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Attribute-conditioned lay- out gan for automatic graphic design

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.941728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 405a4856-e6d5-44be-a429-d34da897f809 · outbound

This paper cites Llava-next: Im- proved reasoning, ocr, and world knowledge, January 2024.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Llava-next: Im- proved reasoning, ocr, and world knowledge, January 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.572315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 90d75184-691a-463d-a678-c21b5675bb9e · outbound

This paper cites Another look at a model for evaluating interface aesthetics.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Another look at a model for evaluating interface aesthetics

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.559672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83609648-0346-4f79-a46e-a0abe7a23ddc · outbound

This paper cites A mathematical theory of interface aesthetics.

Design-o-meter: Towards Evaluating and Refining Graphic Designs A mathematical theory of interface aesthetics

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.548215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a4a5daf0-85ea-4ad0-943d-908ef6c4b481 · outbound

This paper cites Designscape: Design with interactive layout suggestions.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Designscape: Design with interactive layout suggestions

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.535438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 200cdc61-d833-486a-9b3a-2eca48190d81 · outbound

This paper cites Chatgpt can now see, hear, and speak.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Chatgpt can now see, hear, and speak

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.523250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a57157f-47cb-4220-b276-6a958a6b2051 · outbound

This paper cites Hello gpt-4o.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Hello gpt-4o

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.511517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 04b7153c-3533-4827-b8b3-0d0b54a2dca2 · outbound

This paper cites an unresolved cited work.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:45:15.499234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2df4e8f2-8978-48c4-9d0c-e792aaf1b5fc · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Design-o-meter: Towards Evaluating and Refining Graphic Designs DINOv2: Learning Robust Visual Features without Supervision

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.970967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd43be0-dbf9-4e08-b3be-25af0b981070 · outbound

This paper cites Learning layouts for single-pagegraphic designs.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Learning layouts for single-pagegraphic designs

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.486028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4440b1b1-fddc-4f53-bdd2-e8f800a6667f · outbound

This paper cites Directing user attention via visual flow on web de- signs.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Directing user attention via visual flow on web de- signs

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.473712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0947b56f-0e30-4b55-8827-fcad8d91dbfd · outbound

This paper cites A lip sync expert is all you need for speech to lip generation in the wild.

Design-o-meter: Towards Evaluating and Refining Graphic Designs A lip sync expert is all you need for speech to lip generation in the wild

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.982487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0230c54-2598-44d2-9b11-fac3637d01b5 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Learning transferable visual models from natural language supervi- sion

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:14.986256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd358df-bb80-4310-a33c-b3e49ad7498c · outbound

This paper cites Ruite: Refining ui layout aesthetics using transformer encoder.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Ruite: Refining ui layout aesthetics using transformer encoder

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.447925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a869a61e-7c09-4bdf-a588-78eb07c18074 · outbound

This paper cites Quantifying vi- sual preferences around the world.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Quantifying vi- sual preferences around the world

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.438016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8c56142e-e98c-4af7-936a-ebb38351f659 · outbound

This paper cites Visual explanation for advertising creative workflow.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Visual explanation for advertising creative workflow

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.426777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41ae8a14-9878-403b-ae08-05dee8eccdb8 · outbound

This paper cites Aesthetic measures for document layouts: Operationalization and analysis in the context of marketing brochures.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Aesthetic measures for document layouts: Operationalization and analysis in the context of marketing brochures

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.415196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2e967921-83e1-4f0b-8f0c-174984af7fa1 · outbound

This paper cites Vi- sual layout composer: Image-vector dual diffusion model for design layout generation.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Vi- sual layout composer: Image-vector dual diffusion model for design layout generation

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.403692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 902209d7-33b6-4313-afe2-f5e2f40d94a2 · outbound

This paper cites Muiltiobjective optimization using nondominated sorting in genetic algo- rithms.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Muiltiobjective optimization using nondominated sorting in genetic algo- rithms

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.392088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4d887a61-65eb-4424-9ae3-f0af78ff1854 · outbound

This paper cites Automatic layout generation for graphical de- sign magazines.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Automatic layout generation for graphical de- sign magazines

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.379807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 27600780-e0d6-4279-a00b-b36e47bee8eb · outbound

This paper cites In- stance normalization: The missing ingredient for fast styliza- tion, 2017.

Design-o-meter: Towards Evaluating and Refining Graphic Designs In- stance normalization: The missing ingredient for fast styliza- tion, 2017

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.368782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 816c8fa0-31c3-4fac-9b46-229b19f4355b · outbound

This paper cites Attention is all you need.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Attention is all you need

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:15.022287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19a796c2-1026-4c17-8c91-2f77f413eaed · outbound

This paper cites A novel webpage layout aesthetic evaluation model for quantifying webpage layout design.

Design-o-meter: Towards Evaluating and Refining Graphic Designs A novel webpage layout aesthetic evaluation model for quantifying webpage layout design

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.350356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3125777e-a3e5-4084-abd5-2d0a9860a36c · outbound

This paper cites an unresolved cited work.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-12T14:45:15.339024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 89c27cc5-2a77-4e49-9b25-8eda6683103c · outbound

This paper cites Group normalization, 2018.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Group normalization, 2018

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.328622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f8ff6690-460a-4405-a433-fa4e8bb7ad91 · outbound

This paper cites Canvasvae: Learning to generate vector graphic documents.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Canvasvae: Learning to generate vector graphic documents

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.317751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1768255f-3bc2-45b3-8868-59702bc9c4a5 · outbound

This paper cites Fontdiffuser: One-shot font genera- tion via denoising diffusion with multi-scale content aggre- gation and style contrastive learning, 2023.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Fontdiffuser: One-shot font genera- tion via denoising diffusion with multi-scale content aggre- gation and style contrastive learning, 2023

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.307125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 087a4c0b-ef76-4045-8404-fc850f8ede59 · outbound

This paper cites Barlow twins: Self-supervised learning via redundancy reduction.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Barlow twins: Self-supervised learning via redundancy reduction

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:15.045246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4796cb00-bbde-4b88-ab7e-972063f255f9 · outbound

This paper cites Towards an evalu- ation of graphical user interfaces aesthetics based on met- rics.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Towards an evalu- ation of graphical user interfaces aesthetics based on met- rics

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.288473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2b075721-456f-41a3-afcc-6ab43f978d15 · outbound

This paper cites What char- acterizes personalities of graphic designs? ACM Transac- tions on Graphics (TOG), 37(4):1–15, 2018.

Design-o-meter: Towards Evaluating and Refining Graphic Designs What char- acterizes personalities of graphic designs? ACM Transac- tions on Graphics (TOG), 37(4):1–15, 2018

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:45:15.276858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5c85beaf-e6bc-4248-9e62-80bea53bb11d · outbound

This paper cites Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models.

Design-o-meter: Towards Evaluating and Refining Graphic Designs Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T14:45:15.054162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 43105fec-17bb-41de-99b5-d41944f492fd · inbound

Towards Design Compositing cites this paper.

Towards Design Compositing Design-o-meter: Towards Evaluating and Refining Graphic Designs

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:45:21.123111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.