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Paper Citation Record · LEDGER

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery

As of 9 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 1 inbound Pith citation observation for arXiv:2506.06898.

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

pith.paper-citation-record.v1
2506.06898 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:50:46.571465Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:38:59.957303Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

76 of 76 outbound references displayed

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  • verified fuzzy58
  • unresolved16
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External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation a12c3faf-e0df-44b2-9791-952124043b96 · outbound

This paper cites Shared representations for working memory and mental imagery in early visual cortex.Current Biology, 23(15):1427–1431, 2013.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Shared representations for working memory and mental imagery in early visual cortex.Current Biology, 23(15):1427–1431, 2013

Reference 1

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Observation 64ccd907-5116-492c-a6f9-e6c3d94a979d · outbound

This paper cites Allen, Ghislain St-Yves, Yihan Wu, Jesse L.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Allen, Ghislain St-Yves, Yihan Wu, Jesse L

Reference 2

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Observation db731803-bc9b-451e-8a84-18fc1dfa9d86 · outbound

This paper cites Breedlove, Ghislain St-Yves, Cheryl A.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Breedlove, Ghislain St-Yves, Cheryl A

Reference 3

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Source-reported events for the cited work

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Observation 9221f8ba-e11d-4409-ae3a-3fa21d7efc7f · outbound

This paper cites Unsupervised Learning of Visual Features by Contrasting Cluster Assignments.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Reference 4

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Source-reported events for the cited work

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Observation 9859555e-1ef7-48b4-a94d-205983a25e11 · outbound

This paper cites Seeing beyond the brain: Conditional diffu- sion model with sparse masked modeling for vision decoding.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Seeing beyond the brain: Conditional diffu- sion model with sparse masked modeling for vision decoding

Reference 5

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Source-reported events for the cited work

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Observation 45bee0f1-0c44-4dab-a5d9-99cd01c25422 · outbound

This paper cites Cinematic mindscapes: High-quality video reconstruction from brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Cinematic mindscapes: High-quality video reconstruction from brain activity

Reference 6

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Source-reported events for the cited work

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Observation 71387fa9-9fb1-42fc-841a-5c015365fcbe · outbound

This paper cites Very deep {vae}s generalize autoregressive models and can outperform them on images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Very deep {vae}s generalize autoregressive models and can outperform them on images

Reference 7

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Source-reported events for the cited work

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Observation 65d0aca7-5fd9-480c-ac7d-9d9d43a6369c · outbound

This paper cites Imagery and perception share cortical representations of con- tent and location.Cerebral cortex, 22(2):372–380, 2012.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Imagery and perception share cortical representations of con- tent and location.Cerebral cortex, 22(2):372–380, 2012

Reference 8

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Observation 0f9cbb3e-638a-4bd1-9bfe-a48ea8179752 · outbound

This paper cites Uncovering the role of the early visual cortex in visual mental imagery.Vision, 8(2):29, 2024.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Uncovering the role of the early visual cortex in visual mental imagery.Vision, 8(2):29, 2024

Reference 9

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Observation 824e45bc-0d0f-4376-8467-aa1260d8341e · outbound

This paper cites Differential temporal dynamics during visual imagery and perception.Elife, 7: e33904, 2018.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Differential temporal dynamics during visual imagery and perception.Elife, 7: e33904, 2018

Reference 10

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Source-reported events for the cited work

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Observation 066dc0e5-43f2-44ef-953b-7dd999c227c2 · outbound

This paper cites Spencer, Cather- ine J.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Spencer, Cather- ine J

Reference 11

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Source-reported events for the cited work

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Observation 0a8646d6-3b48-41ee-9619-62a62e228be6 · outbound

This paper cites Spatial perception and memory have distinct activation profiles in human visual cortex.BioRxiv, page 811331, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Spatial perception and memory have distinct activation profiles in human visual cortex.BioRxiv, page 811331, 2019

Reference 12

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Source-reported events for the cited work

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Observation 63c02f88-4780-4f4c-890b-e36ee5ba800e · outbound

This paper cites Brain Captioning: Decoding human brain activity into images and text.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Brain Captioning: Decoding human brain activity into images and text

Reference 13

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Observation ef2d003b-5392-42fa-b2aa-57a69106ccdb · outbound

This paper cites Through their eyes: multi- subject brain decoding with simple alignment techniques.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Through their eyes: multi- subject brain decoding with simple alignment techniques

Reference 14

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Source-reported events for the cited work

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Observation 2741fc08-4347-4ecd-9011-bdaf3f40216f · outbound

This paper cites Distinct top-down and bottom-up brain connectiv- ity during visual perception and imagery.Scientific reports, 7 (1):5677, 2017.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Distinct top-down and bottom-up brain connectiv- ity during visual perception and imagery.Scientific reports, 7 (1):5677, 2017

Reference 15

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Source-reported events for the cited work

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Observation dafb8db7-3b95-4b74-a38f-563305400d4d · outbound

This paper cites Self- supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.NeuroImage, 254:119121, 2022.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Self- supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.NeuroImage, 254:119121, 2022

Reference 16

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Observation b5e59a42-706f-47b6-bd2a-54d422c00b97 · outbound

This paper cites Giacino and Kathleen Kalmar.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Giacino and Kathleen Kalmar

Reference 17

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Observation 44aa5b67-6a99-4a21-805e-88e5394a2ea0 · outbound

This paper cites Gifford, Radoslaw M.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Gifford, Radoslaw M

Reference 18

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Observation c4d2c39b-52e7-4979-b426-ccde4c2c6ec3 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 19

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Observation e08c4f1f-256c-4cf7-b3d1-3dd96993f47f · outbound

This paper cites Reading Imagined Letter Shapes from the Mind’s Eye Using Real-time 7 Tesla fMRI.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reading Imagined Letter Shapes from the Mind’s Eye Using Real-time 7 Tesla fMRI

Reference 20

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Observation 214c1313-c927-4843-9e1a-486656e8ca10 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 21

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Observation 3d23dffe-0fb5-4929-9aab-10e22a9fa9da · outbound

This paper cites Mental imagery in emotion and emotional disorders.Clinical psychology review, 30(3):349–362, 2010.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery in emotion and emotional disorders.Clinical psychology review, 30(3):349–362, 2010

Reference 22

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Observation 5818bd60-7718-438f-9a4a-4a31ef44b9c4 · outbound

This paper cites Decoding the visual and subjective contents of the human brain.Nature Neuroscience, 8(5):679–685, 2005.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Decoding the visual and subjective contents of the human brain.Nature Neuroscience, 8(5):679–685, 2005

Reference 23

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Observation d99b0755-e813-4d8c-b3a2-b0fd981a6235 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 24

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Observation ed992e86-a664-431f-aca7-1c3ec65c0504 · outbound

This paper cites Reconstructing seen images from human brain activity via guided stochastic search.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reconstructing seen images from human brain activity via guided stochastic search

Reference 25

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Observation 59d66280-542e-4dd7-849c-48f60518314a · outbound

This paper cites Brain-optimized inference improves reconstructions of fMRI brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Brain-optimized inference improves reconstructions of fMRI brain activity

Reference 26

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Observation f4c2adaf-d828-445c-bc86-840c1e1c5697 · outbound

This paper cites Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity

Reference 27

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Source-reported events for the cited work

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Observation a7773bf2-2833-4b9f-8b38-726a1f05bf0d · outbound

This paper cites Mental image reconstruction from human brain activity: Neu- ral decoding of mental imagery via deep neural network-based bayesian estimation.Neural Networks, 170:349–363, 2024.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental image reconstruction from human brain activity: Neu- ral decoding of mental imagery via deep neural network-based bayesian estimation.Neural Networks, 170:349–363, 2024

Reference 28

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Source-reported events for the cited work

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Observation c84e18fa-a5ba-4309-b9a9-572bdf598b4b · outbound

This paper cites The case for mental imagery.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery The case for mental imagery

Reference 29

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Observation dc4ee56a-6880-4cc8-a7e1-4185a551cf1b · outbound

This paper cites Im- agenet classification with deep convolutional neural networks.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Im- agenet classification with deep convolutional neural networks

Reference 30

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Observation b919d090-de5a-4c97-b6aa-adddaa2e35c4 · outbound

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NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation 3a71c5f2-9eef-44de-8813-c9a43095e32d · outbound

This paper cites Disen- tangling visual imagery and perception of real-world objects.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Disen- tangling visual imagery and perception of real-world objects

Reference 32

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Observation d3052aeb-cc60-4b66-8ac1-cac57fc3d168 · outbound

This paper cites Lawrence Zitnick.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Lawrence Zitnick

Reference 33

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Source-reported events for the cited work

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

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Observation cc646cfe-07f5-41b6-a318-7a165743dbe1 · outbound

This paper cites Dcnn-gan: Recon- structing realistic image from fmri.2019 16th International Conference on Machine Vision Applications (MVA), pages 1–6, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Dcnn-gan: Recon- structing realistic image from fmri.2019 16th International Conference on Machine Vision Applications (MVA), pages 1–6, 2019

Reference 34

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Source-reported events for the cited work

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

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Observation 7becdcce-b5b6-4019-a2f3-0161f3b09a52 · outbound

This paper cites UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity

Reference 35

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Unavailable: canonical work link unavailable.

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Observation 8d6416ba-9910-4a88-9a93-6d5b6c8eb7ae · outbound

This paper cites Prenger, Kendrick N.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Prenger, Kendrick N

Reference 36

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 448aa129-2003-459d-8bd0-3f2676a06210 · outbound

This paper cites Olman, Dustin E.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Olman, Dustin E

Reference 37

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation f9c7d53c-2964-453c-8dd5-cbe1114a59df · outbound

This paper cites Vu, Thomas Naselaris, Yuval Ben- jamini, Bin Yu, and Jack L.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Vu, Thomas Naselaris, Yuval Ben- jamini, Bin Yu, and Jack L

Reference 38

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Source-reported events for the cited work

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

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Observation a849d696-0295-4434-a9b0-4b336b7ec035 · outbound

This paper cites Natural scene recon- struction from fmri signals using generative latent diffusion.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Natural scene recon- struction from fmri signals using generative latent diffusion

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 46114c05-cd83-46dc-9bc6-56fcf49097d1 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 40

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unresolved
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Source-reported events for the cited work

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

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Observation 38c84d06-0234-4b3a-859c-a6395449de63 · outbound

This paper cites The human imagination: the cognitive neu- roscience of visual mental imagery.Nature reviews neuro- science, 20(10):624–634, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery The human imagination: the cognitive neu- roscience of visual mental imagery.Nature reviews neuro- science, 20(10):624–634, 2019

Reference 41

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Source-reported events for the cited work

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

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Observation 5496b394-85c3-4cba-be38-3c8eaf3cac89 · outbound

This paper cites Mental imagery: functional mecha- nisms and clinical applications.Trends in cognitive sciences, 19(10):590–602, 2015.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery: functional mecha- nisms and clinical applications.Trends in cognitive sciences, 19(10):590–602, 2015

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.365738Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:43.168987Z digest=sha256:957e568b7001bcc75567c2c43e3187c2b94fc69356545cc43f59d2d202a88af6

Observation 2ceedbf6-f4f7-4a7a-8d98-9062d706109d · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.211024Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:43.258005Z digest=sha256:43e28ea3f0b687648fee4bf1dc3cb938bdfc28545f74ece82dfaa64e3d9e0cff

Observation 6e634f5d-9517-425b-a539-e775f26b668e · outbound

This paper cites Improving the accuracy of single-trial fMRI response estimates using GLMsingle.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Improving the accuracy of single-trial fMRI response estimates using GLMsingle

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:52.120916Z

Source-reported events for the cited work

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

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Observation bfd7bbf4-078c-43b3-b5d3-f5e981d04a9e · outbound

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

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Learning transferable visual models from natural language supervision

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation df39b099-86d3-4185-8f30-9f52f119c1a2 · outbound

This paper cites Reading the mind’s eye: Decoding category information during mental imagery.NeuroImage, 50(2):818–825, 2010.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Reading the mind’s eye: Decoding category information during mental imagery.NeuroImage, 50(2):818–825, 2010

Reference 46

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Source-reported events for the cited work

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

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Observation 33248436-1328-4a5a-baeb-ad0fe366c75c · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery High-Resolution Image Synthesis with Latent Diffusion Models

Reference 47

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0db82315-ad4f-4538-b42d-b548477251ca · outbound

This paper cites Comparison of signal to noise in vision and imagery for qualitatively different kinds of stimuli.Journal of Vision, 23(9):5961, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Comparison of signal to noise in vision and imagery for qualitatively different kinds of stimuli.Journal of Vision, 23(9):5961, 2023

Reference 48

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Source-reported events for the cited work

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

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Observation 3ce4f10b-2df7-4aae-b93d-5ad59397a3ac · outbound

This paper cites Mental imagery: Weak vision or compressed vision? InConference on Cognitive Computational Neuroscience, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Mental imagery: Weak vision or compressed vision? InConference on Cognitive Computational Neuroscience, 2023

Reference 49

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation dacb522c-215c-4ee4-a4d9-71848b846743 · outbound

This paper cites Recon- structing the mind’s eye: fMRI-to-image with contrastive learning and diffusion priors.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Recon- structing the mind’s eye: fMRI-to-image with contrastive learning and diffusion priors

Reference 50

Resolution
verified fuzzy
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Source-reported events for the cited work

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

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Observation 16be7d3d-d208-4c5b-a861-9aac75079aa7 · outbound

This paper cites Norman, and Tanishq Mathew Abraham.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Norman, and Tanishq Mathew Abraham

Reference 51

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:43.956290Z digest=sha256:1c739108b9d553fa95806bd4eb769ae5c259e6e9c09bf430810bb1a50009abdb

Observation 43f299c9-31c6-4ce5-9659-edc523dcd9c1 · outbound

This paper cites Seeliger, U.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Seeliger, U

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.950031Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.027606Z digest=sha256:c79016bc03d72c0446b631cd49c984d9a546a1a69bebd77359f99bb6bf51741f

Observation d38de34b-e379-4b96-83d0-29f8981365a9 · outbound

This paper cites Emmerling, Rick van Hoof, Mar- tin A.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Emmerling, Rick van Hoof, Mar- tin A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.779742Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.157137Z digest=sha256:caa1a300b44bd9bfcf0a9a470517ae510db58d05c6b454df232864a57c23a31f

Observation c9042f7c-3586-4bdf-a5f1-c0d8a5a818c9 · outbound

This paper cites End-to-End Deep Im- age Reconstruction From Human Brain Activity.Frontiers in Computational Neuroscience, 13, 2019.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery End-to-End Deep Im- age Reconstruction From Human Brain Activity.Frontiers in Computational Neuroscience, 13, 2019

Reference 54

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verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.600378Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.269550Z digest=sha256:d173ee2b7a6266841769c4c88143ee44183502a3abba29c5c090c566b91a1740

Observation 0d7140b1-b245-49a4-9f68-d9b1d0209d31 · outbound

This paper cites Deep image reconstruction from human brain activity.PLOS Computational Biology, 15(1):e1006633,.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Deep image reconstruction from human brain activity.PLOS Computational Biology, 15(1):e1006633,

Reference 55

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verified fuzzy
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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.396245Z digest=sha256:2e5639094206818862844b8b40b35a9418c18dbbec2996b31d87055d02a5a6aa

Observation 55d63a25-7fce-426b-b9cc-d538a9137400 · outbound

This paper cites Aoki, Kei Majima, Yusuke Muraki, and Yukiyasu Kamitani.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Aoki, Kei Majima, Yusuke Muraki, and Yukiyasu Kamitani

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:50.135117Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.589364Z digest=sha256:372faff94e204feb30cea0c34ae47c000b0826afeecea1b0dc5524500ce7ee73

Observation 451057bb-b018-4a70-a071-413046eef778 · outbound

This paper cites A perceptually based comparison of image similarity metrics.Perception, 40(11): 1269–1281, 2011.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery A perceptually based comparison of image similarity metrics.Perception, 40(11): 1269–1281, 2011

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.984315Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.703629Z digest=sha256:7295f3d6ec49215df0935fc44898a46a1285b981209ed236a844ae57148b9f61

Observation 78251c97-9c05-4d3e-a9fd-c007f3754c4f · outbound

This paper cites Generative Adver- sarial Networks Conditioned on Brain Activity Reconstruct Seen Images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Generative Adver- sarial Networks Conditioned on Brain Activity Reconstruct Seen Images

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.809220Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.808719Z digest=sha256:38085af2e5163afe361f002c78772dc1b77e835e703b09ccdcb28b2bd0fa6b64

Observation 3904a6be-eecd-468e-9e1e-414147ab919d · outbound

This paper cites Allen, Yihan Wu, Kendrick Kay, and Thomas Naselaris.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Allen, Yihan Wu, Kendrick Kay, and Thomas Naselaris

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.635180Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:44.946434Z digest=sha256:4dd7679f5c81eef483d7d937b0be827a3bbd9daac5e24ab7c2ff120284a78420

Observation 4fbea6f3-e417-4876-bb82-61c0b5c94bba · outbound

This paper cites Do better models of fmri visual response better predict mental imagery responses? InConference on Cognitive Computational Neuroscience, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Do better models of fmri visual response better predict mental imagery responses? InConference on Cognitive Computational Neuroscience, 2023

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.381243Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:45.027813Z digest=sha256:d7b0d253fad2bed55eb5299028016d470197f53baeeb0473b2f246fc2f881c79

Observation a6341f0e-ee18-42a1-9b51-457a25221692 · outbound

This paper cites Top-Down Activation of Shape-Specific Population Codes in Visual Cortex during Mental Imagery.Journal of Neuroscience, 29(5):1565–1572, 2009.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Top-Down Activation of Shape-Specific Population Codes in Visual Cortex during Mental Imagery.Journal of Neuroscience, 29(5):1565–1572, 2009

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-07T05:50:49.186445Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:45.164110Z digest=sha256:aecc984052bdea69032d8958e524ec818987e652024155eeb534a7fbd13c6800

Observation d532d611-a33d-439e-b659-76f7d7767462 · outbound

This paper cites Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:45.256162Z digest=sha256:8ada83623762ef050ca3f10c592bb7931bfc69916c646a3f3cc99a81dd3ca27f

Observation 503d7241-de06-4329-9706-bf5d00aa401a · outbound

This paper cites Rethinking the Inception Architecture for Computer Vision.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Rethinking the Inception Architecture for Computer Vision

Reference 63

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unresolved
no resolver link, observed 2026-08-07T05:50:45.334850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:50:45.334850Z digest=sha256:0d39ff8be13e8984a6defd4bd73558d1dd90e616e2b2ca577f7e3c0e681d633b

Observation 1f15ae8f-3f8d-4f04-8b29-e7b5740591f9 · outbound

This paper cites High-resolution image re- construction with latent diffusion models from human brain activity.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery High-resolution image re- construction with latent diffusion models from human brain activity

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:50:48.979828Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:45.466457Z digest=sha256:fcd39e23bde14c2fdd6f987d73a599cc245604a23e3540e22283cfe583e0c756

Observation c578b3b9-cfab-4893-b3ec-00122f52edde · outbound

This paper cites Improving visual image re- construction from human brain activity using latent diffusion models via multiple decoded inputs, 2023.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Improving visual image re- construction from human brain activity using latent diffusion models via multiple decoded inputs, 2023

Reference 65

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verified fuzzy
raw_fallback, observed 2026-08-07T05:50:48.801361Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:45.553826Z digest=sha256:7c9bfabfbdbb1269f7aa023492795731a2c3ad34208d2efa30493e72c91a5922

Observation ce90c7a5-c419-47e4-9ffa-8c9f508a6463 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 66

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unresolved
raw_fallback, observed 2026-08-07T05:50:48.631337Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T05:50:45.656704Z digest=sha256:8a92a31fe77410690a52789cfdc8515c1328fb59fa161592720068fde4b31a59

Observation 4284408b-5b7b-402a-9981-4601740d9a85 · outbound

This paper cites Inverse retinotopy: Inferring the visual content of images from brain activation patterns.NeuroImage, 33(4): 1104–1116, 2006.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Inverse retinotopy: Inferring the visual content of images from brain activation patterns.NeuroImage, 33(4): 1104–1116, 2006

Reference 67

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Observation c2ce855f-4050-4097-9698-691ac8fe33e8 · outbound

This paper cites Aligning brain functions boosts the decoding of visual semantics in novel subjects.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Aligning brain functions boosts the decoding of visual semantics in novel subjects

Reference 68

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Source-reported events for the cited work

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Observation 877a8bed-7211-4735-bb2b-00aeed3c9c8c · outbound

This paper cites Turgeon, Franc ¸ois Lauzier, Jean-Franc ¸ois Simard, Damon C.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Turgeon, Franc ¸ois Lauzier, Jean-Franc ¸ois Simard, Damon C

Reference 69

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Observation 1e2f09c6-0c42-454b-9e4a-f30ff3f374db · outbound

This paper cites Bovik, H.R.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Bovik, H.R

Reference 70

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

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Observation ddc4500e-d576-4ca8-a9e5-32532f03cfe4 · outbound

This paper cites Dream: Visual decoding from reversing human visual system.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Dream: Visual decoding from reversing human visual system

Reference 71

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Observation ac987042-1c58-4fe2-8b7b-53ff66b85c89 · outbound

This paper cites nsdgeneral.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery nsdgeneral

Reference 72

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Observation cbcf0be6-32ba-4c77-811b-832c8357c721 · outbound

This paper cites During our initial trials, normalization led to unexpected color distortions in the reconstructed images.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery During our initial trials, normalization led to unexpected color distortions in the reconstructed images

Reference 74

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Observation ca94810b-959a-46b8-96b6-813e91c742b7 · outbound

This paper cites This change enhanced compatibility with the rest of our workflow and provided better support for managing memory-intensive computations.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery This change enhanced compatibility with the rest of our workflow and provided better support for managing memory-intensive computations

Reference 75

Resolution
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Source-reported events for the cited work

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Observation 074f71d9-8dfd-4429-b0a7-9738319961d1 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 76

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Source-reported events for the cited work

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

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Observation dc6a33f6-0d35-4200-82ed-434612649ff5 · outbound

This paper cites an unresolved cited work.

NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery Unresolved cited work

Reference 2019

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

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Pith citing papers

Observation aa6a1d38-4945-4669-9e22-71f4d441956f · inbound

Real-time Reconstruction of Human Visual Perception from fMRI cites this paper.

Real-time Reconstruction of Human Visual Perception from fMRI NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery

Reference 12

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local_arxiv, observed 2026-08-01T07:44:18.813501Z

Source-reported events for the cited work

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

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