Pupil Dilation

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

8 shown of 8 papers with code (17 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• The Sensorium competition on predicting large-scale mouse primary visual cortex activity
  17 Jun 2022 4 repositories listed Syntology ran 0 of 6 samples · 6 unverified
  The neural underpinning of the biological visual system is challenging to study experimentally, in particular as the neuronal activity becomes increasingly nonlinear with respect to visual input.
• Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
  12 Jul 2024 2 repositories listed Syntology ran 17 of 21 samples · 4 unverified · 11 pointer-only (licence)
  To address this gap, we established the Sensorium 2023 Benchmark Competition with dynamic input, featuring a new large-scale dataset from the primary visual cortex of ten mice.
• Characterising Topic Familiarity and Query Specificity Using Eye-Tracking Data
  6 May 2025 1 repository listed
  Eye-tracking data has been shown to correlate with a user's knowledge level and query formulation behaviour.
• EyePreserve: Identity-Preserving Iris Synthesis
  19 Dec 2023 1 repository listed
  Synthesis of same-identity biometric iris images, both for existing and non-existing identities while preserving the identity across a wide range of pupil sizes, is complex due to intricate iris muscle constriction…
• Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation
  24 Dec 2022 1 repository listed
  The results indicate that our data augmentation method can improve segmentation accuracy up to 15% for images with high pupil dilation, which creates a more reliable iris recognition pipeline, even under extreme…
• DeformIrisNet: An Identity-Preserving Model of Iris Texture Deformation
  18 Jul 2022 1 repository listed
  Nonlinear iris texture deformations due to pupil size variations are one of the main factors responsible for within-class variance of genuine comparison scores in iris recognition.
• A flow-based latent state generative model of neural population responses to natural images
  1 Dec 2021 1 repository listed
  We present a joint deep neural system identification model for two major sources of neural variability: stimulus-driven and stimulus-conditioned fluctuations.
• Stimulus domain transfer in recurrent models for large scale cortical population prediction on video
  1 Dec 2018 1 repository listed
  However, in many cases this approach requires that the model is able to generalize to stimulus statistics that it was not trained on, such as band-limited noise and other parameterized stimuli.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.