Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T14:04:04.146042Z
Paper Citation Record · LEDGER
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better
As of 15 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:1908.03826.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
56 of 56 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a0699950-14be-4c04-a7fb-a5a751f8b537 · outbound
This paper cites http://pytorch.org.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better http://pytorch.org
Reference 1
- Resolution
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Observation 815296f6-ded2-433d-a089-52f1947e81c6 · outbound
This paper cites Wasserstein GAN.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Wasserstein GAN
Reference 2
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8ea6cfd-7dd3-484f-a520-c7420064d5f9 · outbound
This paper cites Rank analysis of incomplete block designs: I.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Rank analysis of incomplete block designs: I
Reference 3
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Observation 3ed036b6-bf95-4be3-8c97-183f0ab3c038 · outbound
This paper cites Albumentations: fast and flexible image augmentations.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Albumentations: fast and flexible image augmentations
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation a751fdd3-f8fa-482b-a9b9-c9caa7f58130 · outbound
This paper cites A new single image deblurring algorithm using hyper laplacian priors.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better A new single image deblurring algorithm using hyper laplacian priors
Reference 5
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Observation 9a51963b-6f74-4145-a51f-b3705251eb1d · outbound
This paper cites Xception: Deep learning with depthwise separable convolutions.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Xception: Deep learning with depthwise separable convolutions
Reference 6
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99a8040f-0891-453c-99b0-fc33d7e4f66d · outbound
This paper cites Burst deblurring: Removing camera shake through fourier burst accumulation.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Burst deblurring: Removing camera shake through fourier burst accumulation
Reference 7
- Resolution
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Source-reported events for the cited work
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Observation 05112b66-e5de-4500-9dbc-2d644d8eeda6 · outbound
This paper cites From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur
Reference 8
- Resolution
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Source-reported events for the cited work
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Observation 2a01b759-b830-491c-b007-65e981e391e8 · outbound
This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio
Reference 9
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Observation 89731cac-858e-4671-973b-a1519893838e · outbound
This paper cites Improved training of wasserstein gans.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Improved training of wasserstein gans
Reference 10
- Resolution
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Source-reported events for the cited work
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Observation 1b8ba612-602d-4d72-8a4b-00c15654a332 · outbound
This paper cites Channel pruning for accelerating very deep neural networks.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Channel pruning for accelerating very deep neural networks
Reference 11
- Resolution
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Source-reported events for the cited work
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Observation ec605975-3995-4e5f-8de5-5895a802339b · outbound
This paper cites Squeeze-and-excitation net- works.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Squeeze-and-excitation net- works
Reference 12
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Source-reported events for the cited work
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Observation 935dd236-3c20-4903-b5d4-89242568df5a · outbound
This paper cites Image-to-image translation with conditional adver- sarial networks.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Image-to-image translation with conditional adver- sarial networks
Reference 13
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 415770ea-daf7-4234-ac86-3b422dd3b4e1 · outbound
This paper cites EnlightenGAN: Deep Light Enhancement without Paired Supervision.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better EnlightenGAN: Deep Light Enhancement without Paired Supervision
Reference 14
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb0feac8-79ed-4fc6-8c04-ae616ff38406 · outbound
This paper cites Perceptual losses for real-time style transfer and super-resolution.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Perceptual losses for real-time style transfer and super-resolution
Reference 15
- Resolution
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Source-reported events for the cited work
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Observation 6e35320b-0112-41d3-94bd-ca8fd7b031c8 · outbound
This paper cites The relativistic discriminator: a key element missing from standard GAN.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better The relativistic discriminator: a key element missing from standard GAN
Reference 16
- Resolution
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Source-reported events for the cited work
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Observation ecef5cf7-c2ec-4aa8-9596-2ae1e97d3d8b · outbound
This paper cites Need for speed: A benchmark for higher frame rate object tracking.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Need for speed: A benchmark for higher frame rate object tracking
Reference 17
- Resolution
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Source-reported events for the cited work
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Observation f991d989-ebd7-4ed0-bddf-2f4e26c74305 · outbound
This paper cites Adam: A Method for Stochastic Optimization.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Adam: A Method for Stochastic Optimization
Reference 18
- Resolution
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Source-reported events for the cited work
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Observation 39fc71af-0ed4-48da-8af2-fe935435f191 · outbound
This paper cites Recording and playback of camera shake: Benchmarking blind deconvolution with a real-world database.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Recording and playback of camera shake: Benchmarking blind deconvolution with a real-world database
Reference 19
- Resolution
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Source-reported events for the cited work
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Observation a84c86e7-685c-4e0d-8100-d505a056056d · outbound
This paper cites Blind de- convolution using a normalized sparsity measure.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Blind de- convolution using a normalized sparsity measure
Reference 20
- Resolution
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Observation c2e6c789-794b-4dbf-876c-93d9050659f3 · outbound
This paper cites Deblurgan: Blind motion deblurring using conditional adversarial networks.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deblurgan: Blind motion deblurring using conditional adversarial networks
Reference 21
- Resolution
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Observation 37260939-e6a0-4cf1-8f50-96164510f868 · outbound
This paper cites A comparative study for single im- age blind deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better A comparative study for single im- age blind deblurring
Reference 22
- Resolution
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Observation 14e4c9ac-01db-4051-9104-f2f8c7dd33e8 · outbound
This paper cites Photo- realistic single image super-resolution using a generative ad- versarial network.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Photo- realistic single image super-resolution using a generative ad- versarial network
Reference 23
- Resolution
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Source-reported events for the cited work
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Observation edcb4763-40ff-4174-ac15-f575a7ab6da4 · outbound
This paper cites Benchmarking single- image dehazing and beyond.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Benchmarking single- image dehazing and beyond
Reference 24
- Resolution
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Observation eb21b9a5-1122-421c-ba5c-0ce3524d7557 · outbound
This paper cites Learning a discrimina- tive prior for blind image deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Learning a discrimina- tive prior for blind image deblurring
Reference 25
- Resolution
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Source-reported events for the cited work
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Observation 4fe923ce-bbf7-4583-8515-384fea1e5e8e · outbound
This paper cites Sin- gle image deraining: A comprehensive benchmark analysis.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Sin- gle image deraining: A comprehensive benchmark analysis
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation c914dc09-2436-4dec-8528-c00a26508849 · outbound
This paper cites Feature pyramid networks for object detection.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Feature pyramid networks for object detection
Reference 27
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Source-reported events for the cited work
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Observation f3c52fe1-faeb-466f-b009-bab85c739a3f · outbound
This paper cites Robust video super-resolution with learned temporal dynamics.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Robust video super-resolution with learned temporal dynamics
Reference 28
- Resolution
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Observation 52401975-96dd-42ae-ad76-894ea5485279 · outbound
This paper cites When image denoising meets high-level vision tasks: a deep learning approach.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better When image denoising meets high-level vision tasks: a deep learning approach
Reference 29
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Observation 2b7119ab-196b-4abc-bbda-f5bfc73ffa74 · outbound
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DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Unresolved cited work
Reference 30
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Observation 46f2deb5-74af-41d1-8139-dfa9e9c780f6 · outbound
This paper cites Conditional Generative Adversarial Nets.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Conditional Generative Adversarial Nets
Reference 31
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This paper cites LSD$_2$ -- Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better LSD$_2$ -- Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs
Reference 32
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Source-reported events for the cited work
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This paper cites Deep Multi-scale Convolutional Neural Network for Dy- namic Scene Deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deep Multi-scale Convolutional Neural Network for Dy- namic Scene Deblurring
Reference 33
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This paper cites Video frame inter- polation via adaptive separable convolution.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Video frame inter- polation via adaptive separable convolution
Reference 34
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Source-reported events for the cited work
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Observation 1efa2f92-1ff7-4ffc-bb9b-1994fd0b109b · outbound
This paper cites Motion Deblurring in the Wild.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Motion Deblurring in the Wild
Reference 35
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Source-reported events for the cited work
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Observation 452edec4-216b-40ea-8679-a7e800ab81b0 · outbound
This paper cites Blind image deblurring using dark channel prior.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Blind image deblurring using dark channel prior
Reference 36
- Resolution
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Observation 51673877-2b95-49d7-acd8-b6f2b88490ba · outbound
This paper cites Deep genera- tive filter for motion deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deep genera- tive filter for motion deblurring
Reference 37
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Source-reported events for the cited work
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Observation 29cc3576-6556-4da7-9897-4b57077b1a8a · outbound
This paper cites YOLOv3: An Incremental Improvement.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better YOLOv3: An Incremental Improvement
Reference 38
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This paper cites Deep non-blind deconvolution via generalized low-rank approxi- mation.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deep non-blind deconvolution via generalized low-rank approxi- mation
Reference 39
- Resolution
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Source-reported events for the cited work
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Observation 6ad8033f-5f5b-4e93-afc9-b92a353d486b · outbound
This paper cites MobileNetV2: Inverted Residuals and Linear Bottlenecks.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better MobileNetV2: Inverted Residuals and Linear Bottlenecks
Reference 40
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Source-reported events for the cited work
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This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 41
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Source-reported events for the cited work
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This paper cites Deep video deblurring for hand-held cameras.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deep video deblurring for hand-held cameras
Reference 42
- Resolution
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Source-reported events for the cited work
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Observation 536b30da-483a-451f-b14c-ae346cdf6bd0 · outbound
This paper cites Learn- ing a Convolutional Neural Network for Non-uniform Mo- tion Blur Removal.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Learn- ing a Convolutional Neural Network for Non-uniform Mo- tion Blur Removal
Reference 43
- Resolution
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Source-reported events for the cited work
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Observation 8cc46c2e-dc1b-4c43-a88c-bdeed995f4b4 · outbound
This paper cites Inception-v4, inception-resnet and the impact of residual connections on learning.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Inception-v4, inception-resnet and the impact of residual connections on learning
Reference 44
- Resolution
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Source-reported events for the cited work
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This paper cites Scale-recurrent network for deep image deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Scale-recurrent network for deep image deblurring
Reference 45
- Resolution
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Source-reported events for the cited work
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Observation b1c7a39c-73be-4f38-83d8-5ceb766f6c79 · outbound
This paper cites Synthetic shutter speed imaging.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Synthetic shutter speed imaging
Reference 46
- Resolution
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Source-reported events for the cited work
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Observation 256db9a2-abf5-4462-b495-66f192caed8b · outbound
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DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Energynet: Energy- efficient dynamic inference
Reference 47
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2d5046c5-e62e-4e7b-ba21-3d9bdc2bf79f · outbound
This paper cites D3: Deep dual- domain based fast restoration of jpeg-compressed images.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better D3: Deep dual- domain based fast restoration of jpeg-compressed images
Reference 48
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 149a0ee6-c798-4c79-8704-b8cdab796913 · outbound
This paper cites Non-uniform deblurring for shaken images.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Non-uniform deblurring for shaken images
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.483037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 283beb3c-5f5c-4a78-a73e-a3793206a5b0 · outbound
This paper cites Deep k-means: Re- training and parameter sharing with harder cluster assign- ments for compressing deep convolutions.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Deep k-means: Re- training and parameter sharing with harder cluster assign- ments for compressing deep convolutions
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.465034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 71d38d23-c569-4a1c-8ff8-48485cd22e96 · outbound
This paper cites Unnatural L0 Sparse Representation for Natural Image Deblurring.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Unnatural L0 Sparse Representation for Natural Image Deblurring
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.448652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ee3bbbf4-591f-4c60-8dce-a88e4c3a27a9 · outbound
This paper cites Motion blur kernel estimation via deep learning.IEEE Transactions on Image Processing, 27(1):194–205, 2018.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Motion blur kernel estimation via deep learning.IEEE Transactions on Image Processing, 27(1):194–205, 2018
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.431949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e4246944-9ca3-4fa7-8716-e6516c5b3333 · outbound
This paper cites Semantic Image Inpainting with Deep Generative Models.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Semantic Image Inpainting with Deep Generative Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T14:04:04.135966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e742ad70-279c-43ed-bd99-8fc139c67485 · outbound
This paper cites Craft- ing a toolchain for image restoration by deep reinforce- ment learning.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Craft- ing a toolchain for image restoration by deep reinforce- ment learning
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.415035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1fe009f5-55c0-4be7-92c8-d2eb2c94b028 · outbound
This paper cites Gated fusion network for joint image deblurring and super-resolution.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Gated fusion network for joint image deblurring and super-resolution
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T14:04:04.397703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6bea6643-f6f8-4a49-889e-004f59c0f6d1 · outbound
This paper cites Least Squares Generative Adversarial Networks.
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Least Squares Generative Adversarial Networks
Reference 2016
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T14:04:04.021053Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.