Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T16:23:09.296736Z
Paper Citation Record · LEDGER
The Art of Deception: Color Visual Illusions and Diffusion Models
As of 16 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2412.10122.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T18:58:30.012275Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
57 of 57 outbound references displayed
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- verified fuzzy38
- unresolved15
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- malformed identifier0
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b29736f8-f057-44e2-af57-b80a26cb8f25 · outbound
This paper cites Contrast sensitivity function in deep networks.
The Art of Deception: Color Visual Illusions and Diffusion Models Contrast sensitivity function in deep networks
Reference 1
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Observation bbf39069-07cf-4f57-8d48-8dbbc5ebb6ff · outbound
This paper cites DeepFloyd IF: a novel state- of-the-art open-source text-to-image model with a high de- gree of photorealism and language understanding.
The Art of Deception: Color Visual Illusions and Diffusion Models DeepFloyd IF: a novel state- of-the-art open-source text-to-image model with a high de- gree of photorealism and language understanding
Reference 2
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Source-reported events for the cited work
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Observation 2736ef8c-abd8-4897-b38f-2e8e17aab252 · outbound
This paper cites Noise masking of white’s illusion exposes the weakness of current spatial filtering models of lightness perception.
The Art of Deception: Color Visual Illusions and Diffusion Models Noise masking of white’s illusion exposes the weakness of current spatial filtering models of lightness perception
Reference 3
- Resolution
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Source-reported events for the cited work
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Observation feb979e9-0d91-4e30-ab42-91f8239b0a2e · outbound
This paper cites A multiscale spa- tial filtering account of the white effect, simultaneous bright- ness contrast and grating induction.
The Art of Deception: Color Visual Illusions and Diffusion Models A multiscale spa- tial filtering account of the white effect, simultaneous bright- ness contrast and grating induction
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation 9f4b11d7-c027-43f2-9bec-ea31601e5099 · outbound
This paper cites an unresolved cited work.
The Art of Deception: Color Visual Illusions and Diffusion Models Unresolved cited work
Reference 5
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Source-reported events for the cited work
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Observation 9725c46b-0d1e-4361-852e-c676f9320644 · outbound
This paper cites Diffusion Illusions: Hiding Images in Plain Sight.
The Art of Deception: Color Visual Illusions and Diffusion Models Diffusion Illusions: Hiding Images in Plain Sight
Reference 6
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Source-reported events for the cited work
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Observation 7cd6fc78-6e56-4766-80c4-9774fd284702 · outbound
This paper cites Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models.
The Art of Deception: Color Visual Illusions and Diffusion Models Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models
Reference 7
- Resolution
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Source-reported events for the cited work
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Observation 92e64beb-2580-4820-baf2-99916e735158 · outbound
This paper cites What are lightness illusions and why do we see them? PLoS computational biology , 3 (9):e180, 2007.
The Art of Deception: Color Visual Illusions and Diffusion Models What are lightness illusions and why do we see them? PLoS computational biology , 3 (9):e180, 2007
Reference 8
- Resolution
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Source-reported events for the cited work
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Observation d3fab39c-0911-40a7-9dfe-948f05378b48 · outbound
This paper cites The many colours of ‘the dress’.
The Art of Deception: Color Visual Illusions and Diffusion Models The many colours of ‘the dress’
Reference 9
- Resolution
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Source-reported events for the cited work
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Observation d45a79ad-9b45-4fdf-a984-cb8647128d87 · outbound
This paper cites Visual ana- grams: Generating multi-view optical illusions with diffu- sion models.
The Art of Deception: Color Visual Illusions and Diffusion Models Visual ana- grams: Generating multi-view optical illusions with diffu- sion models
Reference 10
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a007fe29-4234-433c-8b6c-cf4af2630cf1 · outbound
This paper cites Factorized Diffusion: Perceptual Illusions by Noise Decomposition.
The Art of Deception: Color Visual Illusions and Diffusion Models Factorized Diffusion: Perceptual Illusions by Noise Decomposition
Reference 11
- Resolution
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Source-reported events for the cited work
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Observation e5ce7868-764c-44ca-9229-6d1c77b9e724 · outbound
This paper cites Convolutional neural networks can be deceived by visual illusions.
The Art of Deception: Color Visual Illusions and Diffusion Models Convolutional neural networks can be deceived by visual illusions
Reference 12
- Resolution
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Source-reported events for the cited work
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Observation 3f297973-748d-4038-aa91-cde83fd6b7b2 · outbound
This paper cites Color illusions also de- ceive cnns for low-level vision tasks: Analysis and implica- tions.
The Art of Deception: Color Visual Illusions and Diffusion Models Color illusions also de- ceive cnns for low-level vision tasks: Analysis and implica- tions
Reference 13
- Resolution
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Source-reported events for the cited work
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Observation 9a40b4ef-09d0-4baa-a50a-119aca80f6b3 · outbound
This paper cites Gomez-Villa, A.
The Art of Deception: Color Visual Illusions and Diffusion Models Gomez-Villa, A
Reference 14
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Source-reported events for the cited work
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Observation 96284c50-712b-4e3f-9396-1eeaa4e226a7 · outbound
This paper cites Hallusionbench: an advanced diagnos- tic suite for entangled language hallucination and visual il- lusion in large vision-language models.
The Art of Deception: Color Visual Illusions and Diffusion Models Hallusionbench: an advanced diagnos- tic suite for entangled language hallucination and visual il- lusion in large vision-language models
Reference 15
- Resolution
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Source-reported events for the cited work
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Observation 15d7e175-4fdb-432e-8973-4d772d3ba7dd · outbound
This paper cites Eine erscheinung simultanen contrastes.
The Art of Deception: Color Visual Illusions and Diffusion Models Eine erscheinung simultanen contrastes
Reference 16
- Resolution
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Observation 0793e447-498a-47b3-95f1-f1bed467bbf7 · outbound
This paper cites Color visual illusions: A statistics-based computational model.
The Art of Deception: Color Visual Illusions and Diffusion Models Color visual illusions: A statistics-based computational model
Reference 17
- Resolution
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Source-reported events for the cited work
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Observation 6b8485a1-5251-49bd-be68-74c4af5beff0 · outbound
This paper cites Classifier-free diffusion guidance.
The Art of Deception: Color Visual Illusions and Diffusion Models Classifier-free diffusion guidance
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 443e1f32-0ec1-4435-8619-8d89d586cb1d · outbound
This paper cites Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure.
The Art of Deception: Color Visual Illusions and Diffusion Models Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure
Reference 19
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Source-reported events for the cited work
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Observation 1329af81-6e08-4bcc-8891-a18818fb95d2 · outbound
This paper cites Lightness, brightness and trans- parency: A quarter century of new ideas, captivating demon- strations and unrelenting controversy.
The Art of Deception: Color Visual Illusions and Diffusion Models Lightness, brightness and trans- parency: A quarter century of new ideas, captivating demon- strations and unrelenting controversy
Reference 20
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Source-reported events for the cited work
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Observation d3d96802-7ff3-4396-9394-2e6e0aeb60fd · outbound
This paper cites Barutan-seijin.
The Art of Deception: Color Visual Illusions and Diffusion Models Barutan-seijin
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 832eadfd-58c2-42b0-be42-f0567d01c337 · outbound
This paper cites an unresolved cited work.
The Art of Deception: Color Visual Illusions and Diffusion Models Unresolved cited work
Reference 22
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Source-reported events for the cited work
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Observation df221282-a52c-401b-8e61-425199dec397 · outbound
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The Art of Deception: Color Visual Illusions and Diffusion Models Unresolved cited work
Reference 23
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Source-reported events for the cited work
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Observation 17e58f6b-5357-4211-b272-60bc964555c5 · outbound
This paper cites A ma- chine learning model perceiving brightness optical illusions: Quantitative evaluation with psychophysical data.
The Art of Deception: Color Visual Illusions and Diffusion Models A ma- chine learning model perceiving brightness optical illusions: Quantitative evaluation with psychophysical data
Reference 24
- Resolution
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Observation 0c808b53-c673-4775-8c58-6f1164f31f8f · outbound
This paper cites Diffusion-based image translation using disentangled style and content representa- tion.
The Art of Deception: Color Visual Illusions and Diffusion Models Diffusion-based image translation using disentangled style and content representa- tion
Reference 25
- Resolution
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Source-reported events for the cited work
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Observation e9779933-0dc5-4906-a2cd-74f59c02543c · outbound
This paper cites Laparra and J.
The Art of Deception: Color Visual Illusions and Diffusion Models Laparra and J
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation 7e6fa45d-3480-4375-8392-e0f9c9b3cfbe · outbound
This paper cites Laparra, G.
The Art of Deception: Color Visual Illusions and Diffusion Models Laparra, G
Reference 27
- Resolution
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Source-reported events for the cited work
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Observation 5669c706-4f5d-4cdf-986f-ba8c265ce991 · outbound
This paper cites Laparra, S.
The Art of Deception: Color Visual Illusions and Diffusion Models Laparra, S
Reference 28
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Source-reported events for the cited work
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Observation a9654574-c22f-465f-ba88-666bd090f81a · outbound
This paper cites Laparra, JE.
The Art of Deception: Color Visual Illusions and Diffusion Models Laparra, JE
Reference 29
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Observation d5ad3966-5b67-4d50-89a5-1e07a606b912 · outbound
This paper cites Contrast sensitivity functions in autoencoders.
The Art of Deception: Color Visual Illusions and Diffusion Models Contrast sensitivity functions in autoencoders
Reference 30
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Observation a01653ce-7281-44b6-b476-218e18572927 · outbound
This paper cites Vi- sual illusion cognition dataset construction and recognition performance by deep neural networks.
The Art of Deception: Color Visual Illusions and Diffusion Models Vi- sual illusion cognition dataset construction and recognition performance by deep neural networks
Reference 31
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Observation 0174a71b-8d6d-4619-912d-a666eebb5cc2 · outbound
This paper cites A comparative biology approach to dnn modeling of vision: A focus on differences, not similarities.
The Art of Deception: Color Visual Illusions and Diffusion Models A comparative biology approach to dnn modeling of vision: A focus on differences, not similarities
Reference 32
- Resolution
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Source-reported events for the cited work
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Observation 69a34ab2-a3d3-4730-8590-29bb974f3eba · outbound
This paper cites Grating induction: A new explanation for stationary phantom gratings.
The Art of Deception: Color Visual Illusions and Diffusion Models Grating induction: A new explanation for stationary phantom gratings
Reference 33
- Resolution
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Observation a22fd00e-ffec-4f04-9970-2c6926e80f0e · outbound
This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equa- tions.
The Art of Deception: Color Visual Illusions and Diffusion Models SDEdit: Guided image synthesis and editing with stochastic differential equa- tions
Reference 34
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Source-reported events for the cited work
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Observation ff41cc7b-3bd3-4408-8ada-33ebb90a461f · outbound
This paper cites Does enhanced shape bias improve neural network robustness to common corruptions?.
The Art of Deception: Color Visual Illusions and Diffusion Models Does enhanced shape bias improve neural network robustness to common corruptions?
Reference 35
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Source-reported events for the cited work
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Observation ef8aefb3-e056-4a9e-aa32-05100b6a4034 · outbound
This paper cites Is clip fooled by optical illusions? 2023.
The Art of Deception: Color Visual Illusions and Diffusion Models Is clip fooled by optical illusions? 2023
Reference 36
- Resolution
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Source-reported events for the cited work
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Observation 85529e26-7a80-49d3-84a8-9bb0f6c3face · outbound
This paper cites The confetti illusion.
The Art of Deception: Color Visual Illusions and Diffusion Models The confetti illusion
Reference 37
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 6006b240-e803-417b-acec-c2041a10715f · outbound
This paper cites To- ward a unified chromatic induction model.Journal of Vision, 10(12):5–5, 2010.
The Art of Deception: Color Visual Illusions and Diffusion Models To- ward a unified chromatic induction model.Journal of Vision, 10(12):5–5, 2010
Reference 38
- Resolution
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Source-reported events for the cited work
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Observation ec3b768b-f89b-4ff3-b0cf-37f169efe28f · outbound
This paper cites Linguistic bind- ing in diffusion models: Enhancing attribute correspondence through attention map alignment.
The Art of Deception: Color Visual Illusions and Diffusion Models Linguistic bind- ing in diffusion models: Enhancing attribute correspondence through attention map alignment
Reference 39
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation 90523717-9fd2-4ce2-be70-4e19d98fcc7c · outbound
This paper cites Variational Inference with Normalizing Flows.
The Art of Deception: Color Visual Illusions and Diffusion Models Variational Inference with Normalizing Flows
Reference 40
- Resolution
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Source-reported events for the cited work
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Observation 651871e1-e3d5-4510-8a18-9bcb0e21d250 · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
The Art of Deception: Color Visual Illusions and Diffusion Models High-resolution image synthesis with latent diffusion models
Reference 41
- Resolution
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Source-reported events for the cited work
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Observation 217aa2ba-4c6d-4605-9699-188d910c7ae9 · outbound
This paper cites Bri3l: A brightness illusion image dataset for identification and localization of regions of illusory perception.
The Art of Deception: Color Visual Illusions and Diffusion Models Bri3l: A brightness illusion image dataset for identification and localization of regions of illusory perception
Reference 42
- Resolution
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Source-reported events for the cited work
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Observation 067f5241-889c-4c43-b669-1738b419e62c · outbound
This paper cites BRI3L: A Brightness Illusion Image Dataset for Identification and Localization of Regions of Illusory Perception.
The Art of Deception: Color Visual Illusions and Diffusion Models BRI3L: A Brightness Illusion Image Dataset for Identification and Localization of Regions of Illusory Perception
Reference 43
- Resolution
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Source-reported events for the cited work
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Observation 96683c85-2c11-4a28-9fa8-32aeeee56807 · outbound
This paper cites IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models.
The Art of Deception: Color Visual Illusions and Diffusion Models IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models
Reference 44
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8d06949-d6b3-4746-b465-6ca201018ec1 · outbound
This paper cites Shapiro and Dejan Todorovic.
The Art of Deception: Color Visual Illusions and Diffusion Models Shapiro and Dejan Todorovic
Reference 45
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3c6dbb11-043e-4b2e-a540-3b780b5d3ff7 · outbound
This paper cites Denois- ing diffusion implicit models.
The Art of Deception: Color Visual Illusions and Diffusion Models Denois- ing diffusion implicit models
Reference 46
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c762cf92-d92f-4b6c-86e4-eccda243953a · outbound
This paper cites Imagenet-trained deep neu- ral networks exhibit illusion-like response to the scintillating grid.
The Art of Deception: Color Visual Illusions and Diffusion Models Imagenet-trained deep neu- ral networks exhibit illusion-like response to the scintillating grid
Reference 47
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation d9614ada-c23a-4fcd-9845-8825f89df163 · outbound
This paper cites Investigating Color Illusions from the Perspective of Computational Color Constancy.
The Art of Deception: Color Visual Illusions and Diffusion Models Investigating Color Illusions from the Perspective of Computational Color Constancy
Reference 48
- Resolution
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Source-reported events for the cited work
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Observation abd4ffc1-1fc0-4d5d-b368-f0537774ceeb · outbound
This paper cites Interpolating between im- ages with diffusion models.
The Art of Deception: Color Visual Illusions and Diffusion Models Interpolating between im- ages with diffusion models
Reference 49
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7084f323-0991-478d-a400-b329223b033a · outbound
This paper cites Tokencompose: Grounding diffusion with token-level supervision.
The Art of Deception: Color Visual Illusions and Diffusion Models Tokencompose: Grounding diffusion with token-level supervision
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:23:09.499425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a389e73d-83f6-42fb-8d0a-e8329220fe60 · outbound
This paper cites DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models.
The Art of Deception: Color Visual Illusions and Diffusion Models DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:23:09.278479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03d5aea7-e8ca-458a-b860-d8ce32e87e8e · outbound
This paper cites Illusory motion repro- duced by deep neural networks trained for prediction.
The Art of Deception: Color Visual Illusions and Diffusion Models Illusory motion repro- duced by deep neural networks trained for prediction
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:23:09.488106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 734ecf6f-ff5e-4a9b-acb3-57566c90a0ca · outbound
This paper cites Optical Illusions Images Dataset.
The Art of Deception: Color Visual Illusions and Diffusion Models Optical Illusions Images Dataset
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T16:23:09.344734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff717fac-15bb-4ce5-820d-816256629e0c · outbound
This paper cites Muller-lyer illusion is replicated by higher layer of pre-trained deep neu- ral network for object recognition.
The Art of Deception: Color Visual Illusions and Diffusion Models Muller-lyer illusion is replicated by higher layer of pre-trained deep neu- ral network for object recognition
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T16:23:09.476459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7aaad5b2-04cd-49d2-9eda-3beb4e5af898 · outbound
This paper cites an unresolved cited work.
The Art of Deception: Color Visual Illusions and Diffusion Models Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T16:23:09.464728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 625fb845-f1a5-4ae8-8cbd-46831e3eb1d6 · outbound
This paper cites Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models.
The Art of Deception: Color Visual Illusions and Diffusion Models Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:23:09.296736Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2431a432-9b79-4842-ae8e-5d32a9ee7b20 · outbound
This paper cites an unresolved cited work.
The Art of Deception: Color Visual Illusions and Diffusion Models Unresolved cited work
Reference 2008
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-11T16:23:09.739163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
Observation b820aea0-75d9-4a26-823e-a72699e6834e · inbound
Denoising Models Develop Human-Like Perceptual Illusion Representations Across Architectures cites this paper.
Denoising Models Develop Human-Like Perceptual Illusion Representations Across Architectures The Art of Deception: Color Visual Illusions and Diffusion Models
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T18:58:30.012275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.