Image Imputation

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (8 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.

• Recurrent Kalman Networks: Factorized Inference in High-Dimensional Deep Feature Spaces
  17 May 2019 3 repositories listed Syntology ran 0 of 6 samples · 6 unverified
  In order to integrate uncertainty estimates into deep time-series modelling, Kalman Filters (KFs) (Kalman et al., 1960) have been integrated with deep learning models, however, such approaches typically rely on…
• Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis
  2 Dec 2022 2 repositories listed
  To take advantage of both paired and unpaired data, in this paper, we propose a Multi-scale Transformer Network (MT-Net) with edge-aware pre-training for cross-modality MR image synthesis.
• Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN
  10 May 2019 2 repositories listed
  Thanks to the recent success of generative adversarial network (GAN) for image synthesis, there are many exciting GAN approaches that successfully synthesize MR image contrast from other images with different contrasts.
• Medical Image Imputation from Image Collections
  17 Aug 2018 2 repositories listed
  We present an algorithm for creating high resolution anatomically plausible images consistent with acquired clinical brain MRI scans with large inter-slice spacing.
• CollaGAN : Collaborative GAN for Missing Image Data Imputation
  28 Jan 2019 1 repository listed
  In many applications requiring multiple inputs to obtain a desired output, if any of the input data is missing, it often introduces large amounts of bias.
• Reconstructing Video from Interferometric Measurements of Time-Varying Sources
  3 Nov 2017 1 repository listed
  Most recently, the Event Horizon Telescope (EHT) has extended VLBI to short millimeter wavelengths with a goal of achieving angular resolution sufficient for imaging the event horizons of nearby supermassive black holes.

Syntology lines on 1 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.