Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:47:49.327612Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2411.15921.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:47:49.327612Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 99381d60-fc1c-474d-8c44-9ac2b0c670f9 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Interferometric synthetic aperture radar (sar) missions employing formation flying,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1b6ce413-fe55-421f-9347-cca437fc9491 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Learning a dilated residual network for sar image despeckling,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b5e0ed32-2a8c-4801-9ddb-12d3517abaf9 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Polarimetric-spatial classification of sar images based on the fusion of multiple classifiers,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c0b45b78-703b-4eb8-b361-505281d908d9 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Some fundamental properties of speckle,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bba0df88-b47f-4076-90f6-4038328070e0 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Digital image enhancement and noise filtering by use of local statistics,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9d2ca770-bf6b-4663-9200-088bb3fa27db · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Adaptive noise smoothing filter for images with signal-dependent noise,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 39bd522d-b082-4f83-b240-7a053069d38e · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A model for radar images and its application to adaptive digital filtering of multiplicative noise,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8b6fada2-6acc-4c34-9089-fed6351f42a4 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Maximum a posteriori speckle filtering and first order texture models in sar images,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 27bb5879-c0d6-4edf-9d1f-c84f91299839 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A variational approach to removing multi- plicative noise,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 24704c22-ccf0-4e79-a18b-79f7f27c4f66 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A nonlinear inverse scale space method for a convex multiplicative noise model,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 61997403-cf8a-4753-af4b-bdcf13f954b8 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A convex adaptive total variation model based on the gray level indicator for multiplicative noise removal,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6b6844c2-aa35-4e36-80dc-62fd179b6379 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A dou- bly degenerate diffusion model based on the gray level indicator for multiplicative noise removal,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fe2b02c0-bc23-4410-9076-c77e107bc79d · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Image denoising based on a variable spatially exponent pde,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a785b11a-3e73-4ced-8e25-b1db3bc049e9 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Multiplicative noise removal for texture images based on adaptive anisotropic fractional diffusion equations,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 059eeb08-001b-4148-a4c0-0c55e179a071 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Multiplicative noise removal based on the smooth diffusion equation,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f4676fa6-8bfd-473b-bb5b-4fbb73153bf5 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Sar image despeckling through convolutional neural networks,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5fab20f5-fd16-4aaa-8ec9-ebdaa46d444a · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Beyond a gaussian denoiser: Residual learning of deep cnn for image denoising,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 332294cd-234b-44bd-9abb-11a30faa9d49 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Sar image despeckling using a convolutional neural network,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5ea8e42-1c71-472b-92ab-f45878ca37c0 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Sar image despeckling using plug-and-play admm,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 78fb949c-edde-49a4-bed9-69111c275d34 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Robustness to spatially-correlated speckle in plug-and-play polsar despeckling,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 58865aca-9253-483c-9c94-f6691cf742b9 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Plug-and-play priors enabled sar image inpainting in the presence of speckle noise,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f0364b46-1ae6-4dde-b290-a32ce8a250c3 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Coupling model-and data-driven methods for remote sensing image restoration and fusion: Improving physical interpretability,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5ec60f85-ca6f-4e61-878e-f91914ac4561 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Sar image despeckling employing a recursive deep cnn prior,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 818a3a89-f0bf-4aba-9b8d-3d86ad775e68 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Deep un- rolling network for sar image despeckling,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a2a3dd3-5548-4a81-bb31-32e79030ddfd · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A comprehen- sive study on the robustness of deep learning-based image classification and object detection in remote sensing: Surveying and benchmarking,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 85f85ea2-352a-4f12-a692-bc0149338351 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Explaining and Harnessing Adversarial Examples
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e647bd8-075e-42ec-89a8-ecd3346e5e8c · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Adversarial examples in the physical world,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b4950c4-11fb-43ac-8d0d-453f787c939d · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Evaluating Similitude and Robustness of Deep Image Denoising Models via Adversarial Attack
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd121aac-a4b5-46a8-87cc-e4d4a6573a03 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Towards Adversarially Robust Deep Image Denoising
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61862020-d82f-4f04-8274-079fd788f77b · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Agsdnet: Attention and gradient-based sar denoising network,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9d26376-2ff0-439f-9761-9f90a2192e84 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Towards deep learning models resistant to adversarial attacks,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d80813fa-bb02-4a25-b489-5e4ca0d28a25 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Adversarial training for free!
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation dd70150a-5a7b-4657-8070-5ab2c0e96d1e · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Lipschitz regularized Deep Neural Networks generalize and are adversarially robust
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e29cf0ab-104c-46ad-8cc8-0f270f680d4f · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Clip: Cheap lipschitz training of neural networks,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ea143e0-c5f8-452b-a412-658062a12922 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Lipschitz regularity of deep neural networks: analysis and efficient estimation,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55b2f7ee-c8f0-4249-b772-c84cfe6f80eb · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A diffusion equation for improving the robustness of deep learning speckle removal model,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ff60beab-13d5-4d17-93a1-3b45b07ae3ea · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Intriguing properties of neural networks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55d506bc-4a8c-4bd7-a6c6-cb5eef145b7e · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 306c12b2-92be-4f24-9f5e-a2d17360f015 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Weickert et al., Anisotropic diffusion in image processing
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3cbb521e-de27-4b79-b558-07e23ec97d92 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation A fast algorithm for euler’s elastica model using augmented lagrangian method,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation b89f8d57-8b2b-4f6f-9faa-156aae139ae5 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation On single image scale-up using sparse-representations,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6899ed40-392d-48ac-a19b-3379ccb7b446 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Color demosaicking by local directional interpolation and nonlocal adaptive thresholding,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1a9ddb29-bc91-4dd4-9526-6b7074356561 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d9f494f-462a-4844-8a5d-5bfe53996cb8 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Remote sensing image scene classifi- cation: Benchmark and state of the art,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e3a5497-6060-4998-9e94-9c7056b34b78 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9fe102b-df9e-46b1-9563-e1f779b37400 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Mulog, or how to apply gaussian denoisers to multi-channel sar speckle reduction?
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d1034d-cca7-4998-af06-62a38f1cc363 · outbound
A Tunable Despeckling Neural Network Stabilized via Diffusion Equation Transformer-based sar image despeckling,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
No inbound Pith citation observations are available.