Paper Citation Record · LEDGER

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry

As of 16 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:1908.09414.

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

pith.paper-citation-record.v1
1908.09414 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:19:06.690065Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

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verified fuzzy28
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 667c81f2-1cbb-4bf1-8144-f2224e4d7011 · outbound

This paper cites Blind deconvolution microscopy using cycle consistent cnn with explicit psf layer,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Blind deconvolution microscopy using cycle consistent cnn with explicit psf layer,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.269099Z

Source-reported events for the cited work

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Observation bb50bc2f-aff2-4f55-9d67-6911ca075a0f · outbound

This paper cites Deconvolution methods for 3-D ﬂuorescence microscopy images,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Deconvolution methods for 3-D ﬂuorescence microscopy images,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.254996Z

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Observation fcc753a5-a960-4183-99cd-44e34dc216a5 · outbound

This paper cites Blind deconvolution methods: A review,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Blind deconvolution methods: A review,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.240871Z

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Observation 5c12a7f4-5842-4ce9-abe4-a969368ec22b · outbound

This paper cites Three- dimensional imaging by deconvolution microscopy,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Three- dimensional imaging by deconvolution microscopy,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.225785Z

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Observation 492d31db-b50c-43b6-a4bd-1c5ef54ce00c · outbound

This paper cites A regularization approach to joint blur identiﬁcation and image restoration,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry A regularization approach to joint blur identiﬁcation and image restoration,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.210827Z

Source-reported events for the cited work

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Observation 93de076b-a15f-4042-846f-10b80daa9f90 · outbound

This paper cites Total variation blind deconvolution,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Total variation blind deconvolution,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.196308Z

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Observation 82f16873-85fd-492d-9f73-d6e17d924138 · outbound

This paper cites Deep convolutional neural network for image deconvolution,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Deep convolutional neural network for image deconvolution,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.180475Z

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Observation 4588d27f-62e9-4bea-a858-ed72e8275b35 · outbound

This paper cites Deep learning microscopy,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Deep learning microscopy,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.166582Z

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Observation 27f7ef42-afd0-4923-bc7f-284da7e86a51 · outbound

This paper cites Deep-STORM: super-resolution single-molecule microscopy by deep learning,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Deep-STORM: super-resolution single-molecule microscopy by deep learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.152231Z

Source-reported events for the cited work

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Observation 586968f2-473a-4717-8c9e-bb279ca1048d · outbound

This paper cites Isotropic reconstruction of 3D ﬂuorescence microscopy images using convolutional neural net- works,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Isotropic reconstruction of 3D ﬂuorescence microscopy images using convolutional neural net- works,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.135873Z

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 223213e0-0b9d-46f3-90df-93925897ecf9 · outbound

This paper cites Three-dimensional localization microscopy using deep learning,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Three-dimensional localization microscopy using deep learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.120891Z

Source-reported events for the cited work

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Observation e6f3444b-2230-4c66-809d-a91c83ac7c2a · outbound

This paper cites Generative adversarial nets,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Generative adversarial nets,

Reference 12

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Source-reported events for the cited work

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Observation 52bdd49c-218f-4fc8-bf59-6a874af98bd5 · outbound

This paper cites Wasserstein GAN.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Wasserstein GAN

Reference 13

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Source-reported events for the cited work

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Observation 5ed6dfd7-6958-41bd-8153-10cf0af081b8 · outbound

This paper cites Villani, Optimal transport: old and new.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Villani, Optimal transport: old and new

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.096132Z

Source-reported events for the cited work

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Observation 7a0fd082-5a74-449f-b85b-8ffa4dc1429e · outbound

This paper cites Computational optimal transport,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Computational optimal transport,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.081376Z

Source-reported events for the cited work

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Observation a1247885-25a3-41d0-bc1d-2f43e54d1384 · outbound

This paper cites Deep learning approach for Fourier ptychography microscopy,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Deep learning approach for Fourier ptychography microscopy,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.065286Z

Source-reported events for the cited work

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Observation 6f1315fc-d4e0-489f-98d4-91c51f25402f · outbound

This paper cites Physics-based generative adversarial models for image restoration and beyond,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Physics-based generative adversarial models for image restoration and beyond,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.049916Z

Source-reported events for the cited work

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Observation 175628a8-a390-425e-aa35-8c3ba7e7a84d · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Unpaired image-to-image translation using cycle-consistent adversarial networks,

Reference 18

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Observation 9ae20c74-a942-4cfb-8ae6-b026cb307ebd · outbound

This paper cites Cycle- consistent adversarial denoising network for multiphase coronary CT angiography,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Cycle- consistent adversarial denoising network for multiphase coronary CT angiography,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.021849Z

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Observation b8519a2d-dd38-4590-b5e5-5464ebc2f1fc · outbound

This paper cites Attribute-guided face generation using conditional cyclegan,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Attribute-guided face generation using conditional cyclegan,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:07.005020Z

Source-reported events for the cited work

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Observation 2a0166fd-3403-45da-b428-4acc6c38aeef · outbound

This paper cites Unsupervised image super-resolution using cycle-in-cycle generative adversarial net- works,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Unsupervised image super-resolution using cycle-in-cycle generative adversarial net- works,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.988742Z

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 0c5682c2-a9ea-47ce-8f1f-6a450490633a · outbound

This paper cites Three dimensional blind image deconvolution for ﬂuorescence microscopy using generative adversarial networks,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Three dimensional blind image deconvolution for ﬂuorescence microscopy using generative adversarial networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.973078Z

Source-reported events for the cited work

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Observation ae391ece-5660-4753-aa4c-92bc312d3c5f · outbound

This paper cites Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems

Reference 23

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Source-reported events for the cited work

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Observation f6fd3a15-8e0f-4efe-85e6-44bf7400aa8a · outbound

This paper cites Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.958268Z

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 594da4b6-ffb0-4778-9c17-b0fa03410817 · outbound

This paper cites Improved training of wasserstein gans,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Improved training of wasserstein gans,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.943677Z

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 3983c135-033c-426f-9f37-14937a06cc89 · outbound

This paper cites Least squares generative adversarial networks,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Least squares generative adversarial networks,

Reference 26

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Source-reported events for the cited work

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Observation d7bdfb99-367e-40a8-8581-e4d4ab630c8c · outbound

This paper cites 3D U-Net: learning dense volumetric segmentation from sparse anno- tation,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry 3D U-Net: learning dense volumetric segmentation from sparse anno- tation,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.919709Z

Source-reported events for the cited work

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Observation 28876e11-0367-4c6b-a898-41251ee282d9 · outbound

This paper cites Instance Normalization: The Missing Ingredient for Fast Stylization.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Instance Normalization: The Missing Ingredient for Fast Stylization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T11:19:06.649085Z

Source-reported events for the cited work

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Observation 977d46cf-c20c-4c5d-ad77-c7f00c41000c · outbound

This paper cites Image-to-image translation with conditional adversarial networks,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Image-to-image translation with conditional adversarial networks,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T11:19:06.653681Z

Source-reported events for the cited work

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Observation a16756de-44c7-456c-ae21-db7ef7347515 · outbound

This paper cites Learning from simulated and unsupervised images through adversarial training,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Learning from simulated and unsupervised images through adversarial training,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T11:19:06.657980Z

Source-reported events for the cited work

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Observation 74c60ebe-9d3a-43d6-b60f-1dc349740fb2 · outbound

This paper cites DeconvolutionLab2: An open-source soft- ware for deconvolution microscopy,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry DeconvolutionLab2: An open-source soft- ware for deconvolution microscopy,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.883490Z

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Observation 4008ae5d-c071-4229-a051-48bd6f51030d · outbound

This paper cites 3-d psf ﬁtting for ﬂuorescence microscopy: implementation and localization application,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry 3-d psf ﬁtting for ﬂuorescence microscopy: implementation and localization application,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.866864Z

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 2e9af0e2-d2a0-48d3-a8b8-934c8665d9aa · outbound

This paper cites Principles of optics,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Principles of optics,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.851888Z

Source-reported events for the cited work

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Observation bb0ba76f-0019-4ac2-8cb5-3592d0c2040f · outbound

This paper cites Electromagnetic diffraction in optical systems, ii. structure of the image ﬁeld in an aplanatic system,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Electromagnetic diffraction in optical systems, ii. structure of the image ﬁeld in an aplanatic system,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.836842Z

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 588bf73b-59bc-418d-865a-569ed21e9c1a · outbound

This paper cites Performance evaluation of extended depth of ﬁeld microscopy in the presence of spherical aberration and noise,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Performance evaluation of extended depth of ﬁeld microscopy in the presence of spherical aberration and noise,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.821673Z

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 99ce1d54-3f53-4c89-8701-007d1087b46a · outbound

This paper cites Adam: A Method for Stochastic Optimization.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Adam: A Method for Stochastic Optimization

Reference 36

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Source-reported events for the cited work

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Observation b126f67c-5ff2-4228-8e4e-49be42dfec98 · outbound

This paper cites Image-to-image translation with conditional adversarial networks,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Image-to-image translation with conditional adversarial networks,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:19:06.804439Z

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 99d04717-27db-45aa-9f98-c9bda9aadb09 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry Image quality assessment: from error visibility to structural similarity,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T11:19:06.690065Z

Source-reported events for the cited work

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Pith citing papers

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