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Paper Citation Record · LEDGER

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening

As of 19 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2412.06243.

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

pith.paper-citation-record.v1
2412.06243 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:58:36.303467Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:50:35.902910Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:50:40.114450Z

Reference resolution

75 of 75 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 764b5d2e-82b2-49ff-96f4-e3e529bc34a5 · outbound

This paper cites Mtf-tailored multiscale fusion of high-resolution ms and pan imagery.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Mtf-tailored multiscale fusion of high-resolution ms and pan imagery

Reference 1

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Observation 485a4402-17cf-4231-9ed3-09e4958fb375 · outbound

This paper cites A survey of classical meth- ods and new trends in pansharpening of multispectral im- ages.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A survey of classical meth- ods and new trends in pansharpening of multispectral im- ages

Reference 2

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Observation bf392367-24da-4a3c-865d-072288529e3c · outbound

This paper cites Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning

Reference 3

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Observation 051a09ab-4b92-44a0-bb03-82d348cced63 · outbound

This paper cites A variational model for p+ xs image fusion.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A variational model for p+ xs image fusion

Reference 4

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Observation e2dafc98-b3d9-40d4-9bb2-66ba38dc7cdc · outbound

This paper cites A general and adaptive robust loss function.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A general and adaptive robust loss function

Reference 5

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Observation cae193ae-ac0b-4d25-8860-223cdd54d2ab · outbound

This paper cites Hermite functions and fourier series.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Hermite functions and fourier series

Reference 6

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Observation 8a77cda5-4898-4ba0-95a5-0a4374653df1 · outbound

This paper cites Data uncertainty learning in face recognition.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Data uncertainty learning in face recognition

Reference 7

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Observation c00015f1-a165-463c-a03d-1715d0f3786c · outbound

This paper cites Knowledge distillation with feature maps for image classifi- cation.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Knowledge distillation with feature maps for image classifi- cation

Reference 8

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Observation 72d1214d-71b0-4788-b5b5-edc7621d7af4 · outbound

This paper cites A new adaptive component-substitution-based satellite image fusion by us- ing partial replacement.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A new adaptive component-substitution-based satellite image fusion by us- ing partial replacement

Reference 9

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Observation 75800dd7-43aa-4d7c-ad60-5dfcc1d91232 · outbound

This paper cites Pansharpening by convo- lutional neural networks in the full resolution framework.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pansharpening by convo- lutional neural networks in the full resolution framework

Reference 10

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Observation 4f39fb36-d2d1-45b1-af7f-5d64d6071976 · outbound

This paper cites Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Hyperspectral Pansharpening: Critical Review, Tools and Future Perspectives

Reference 11

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Observation ca6b89e5-299f-46be-a1e0-0ec928389b35 · outbound

This paper cites Machine learning in pan- sharpening: A benchmark, from shallow to deep networks.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Machine learning in pan- sharpening: A benchmark, from shallow to deep networks

Reference 12

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Source-reported events for the cited work

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Observation ae84ddd9-02fa-43f1-a812-dad477f42f03 · outbound

This paper cites Adam: A method for stochastic opti- mization.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Adam: A method for stochastic opti- mization

Reference 13

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Observation 7391162d-aa96-4ce0-bd96-e1f06dd83c1d · outbound

This paper cites Sscnet: Spectral-spatial consistency optimization of cnn for pansharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Sscnet: Spectral-spatial consistency optimization of cnn for pansharpening

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2c81b6f9-a1eb-49b3-a3b3-aef0ca8eab12 · outbound

This paper cites Content-adaptive non-local convolution for remote sensing pansharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Content-adaptive non-local convolution for remote sensing pansharpening

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 54ff6365-3b0e-4e50-b503-615b9b491197 · outbound

This paper cites A survey of pansharpening meth- ods with a new band-decoupled variational model.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A survey of pansharpening meth- ods with a new band-decoupled variational model

Reference 16

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Source-reported events for the cited work

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Observation 08c64c09-8427-4b99-acdd-d660c15084c0 · outbound

This paper cites Hypercomplex quality assessment of multi/hyperspectral images.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Hypercomplex quality assessment of multi/hyperspectral images

Reference 17

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Observation a7909bc5-87c0-4b65-a50d-c10b19c949d5 · outbound

This paper cites A residual dense generative adversarial network for pansharpening with geo- metrical constraints.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A residual dense generative adversarial network for pansharpening with geo- metrical constraints

Reference 18

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Observation 4151e132-994f-4258-aaaf-26eaeb89cdcf · outbound

This paper cites Generative adversarial nets.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Generative adversarial nets

Reference 19

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Observation 39d3667e-63bf-4d7f-b324-8c7877d4a863 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Gaussian Error Linear Units (GELUs)

Reference 20

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Observation 5d543026-5bd9-449c-8da5-23679ec5f0b2 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Distilling the Knowledge in a Neural Network

Reference 21

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Observation b3a68e2b-1b10-4261-87c5-2ff61215814a · outbound

This paper cites Denoising dif- fusion probabilistic models.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Denoising dif- fusion probabilistic models

Reference 22

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Observation 8c296764-8324-4832-accb-722e4fed5c79 · outbound

This paper cites Pan-sharpening via multiscale dynamic convolutional neural network.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pan-sharpening via multiscale dynamic convolutional neural network

Reference 23

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Observation 738d498c-82f5-4a3d-a760-af8893d3bcfd · outbound

This paper cites A new pan-sharpening method with deep neu- ral networks.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A new pan-sharpening method with deep neu- ral networks

Reference 24

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Source-reported events for the cited work

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Observation b529cefd-ea22-47a6-b4a3-db88082f9745 · outbound

This paper cites Comprehensive attention self-distillation for weakly- supervised object detection.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Comprehensive attention self-distillation for weakly- supervised object detection

Reference 25

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verified fuzzy
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Source-reported events for the cited work

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Observation 447fa6ec-992c-413e-a4b8-b33ce79484eb · outbound

This paper cites Lagconv: Local-context adap- tive convolution kernels with global harmonic bias for pan- sharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Lagconv: Local-context adap- tive convolution kernels with global harmonic bias for pan- sharpening

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation de3c8a7a-2050-4530-853e-42a19d8f04c2 · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A style-based generator architecture for generative adversarial networks

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 99b0b8d4-acfb-4f3f-a50b-01d5bf2e13a2 · outbound

This paper cites What uncertainties do we need in bayesian deep learning for computer vision? Advances in neural information processing systems, 30, 2017.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening What uncertainties do we need in bayesian deep learning for computer vision? Advances in neural information processing systems, 30, 2017

Reference 28

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 71c35c32-9040-4077-a2d9-408528326173 · outbound

This paper cites Simple and scalable predictive uncertainty estima- tion using deep ensembles.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Simple and scalable predictive uncertainty estima- tion using deep ensembles

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a4317f6b-536f-49e0-a9c5-27d973011b19 · outbound

This paper cites Mun-gan: A multiscale unsu- pervised network for remote sensing image pansharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Mun-gan: A multiscale unsu- pervised network for remote sensing image pansharpening

Reference 30

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ccf46a16-dd23-4a43-81b1-fe81b41672b7 · outbound

This paper cites Hyperspectral pansharpening: A review.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Hyperspectral pansharpening: A review

Reference 31

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c1cc3152-d60d-4819-98c4-1deeaa9830d3 · outbound

This paper cites Pan-gan: An unsupervised pan-sharpening method for remote sensing image fusion.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pan-gan: An unsupervised pan-sharpening method for remote sensing image fusion

Reference 32

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.779792Z digest=sha256:e80c4fce0cb87c1a0204ee7bc01a771ff776fd895e8db39596f00dffd66a2ab1

Observation f64856af-6319-4d74-8a3f-6ce17860f174 · outbound

This paper cites Pan- diff: A novel pansharpening method based on denoising diffusion probabilistic model.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pan- diff: A novel pansharpening method based on denoising diffusion probabilistic model

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.745649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e104c541-fb7c-4d31-8750-a0f0f38411b7 · outbound

This paper cites The station- ary wavelet transform and some statistical applications.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening The station- ary wavelet transform and some statistical applications

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.718289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.804912Z digest=sha256:693fc56e6c25aa88c8d7ee22f112361b5e8507659685ab5abad8eec1f6c0bb94

Observation 6c4d0530-4660-493f-a3db-81930c8e3400 · outbound

This paper cites Uncertainty-driven loss for single image super- resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Uncertainty-driven loss for single image super- resolution

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.691373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 98b85d62-5574-40aa-98f0-b8f6fc761191 · outbound

This paper cites Introduction of sensor spectral response into image fusion methods.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Introduction of sensor spectral response into image fusion methods

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.588415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.825015Z digest=sha256:a3572713bfaaf75c22476f34701615ce6694196ed91c761c52de171d664ffec5

Observation 6f262c8c-5dad-4167-8774-cc5e259487da · outbound

This paper cites Wavelet diffusion models are fast and scalable image generators.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Wavelet diffusion models are fast and scalable image generators

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.472403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.830613Z digest=sha256:ed33168a152a7950c7d9a6e274ef0115e4c66a57e719a9dcb306db14333605d5

Observation 0ec17126-c3ff-4a17-94ed-da228f4dc65b · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Learning transferable visual models from natural language supervi- sion

Reference 38

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unresolved
no resolver link, observed 2026-08-11T19:58:35.841245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d559e973-6c03-4fb7-8aa0-3230115f5c4b · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening U- net: Convolutional networks for biomedical image segmen- tation

Reference 39

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unresolved
no resolver link, observed 2026-08-11T19:58:35.850601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:35.850601Z digest=sha256:c675490a3f673212d116281e7dfcf05f6f665e0189db1c798bf5825988ff36b3

Observation c3071a43-22fd-43e3-9d98-32be0dedef66 · outbound

This paper cites Image super- resolution via iterative refinement.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Image super- resolution via iterative refinement

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:35.858327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:35.858327Z digest=sha256:71bd045dc6be4e368df13332b9c010d11541ee344db4ffd6f1b991c7599a12bb

Observation 0e690293-4df3-4a6a-bfe5-74b05a077866 · outbound

This paper cites On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:35.871591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 95d3cbdc-33c6-4805-a8e8-b58ed15d59b5 · outbound

This paper cites Resdiff: Combining cnn and diffusion model for image super-resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Resdiff: Combining cnn and diffusion model for image super-resolution

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.374223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.881524Z digest=sha256:0f78b074249357e58332647f524b3ae434014ed0acda1f65c3d32e0b778bb7eb

Observation 359a333c-475e-4bf5-b25a-b378f8f32d1a · outbound

This paper cites The discrete wavelet transform: wed- ding the a trous and mallat algorithms.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening The discrete wavelet transform: wed- ding the a trous and mallat algorithms

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.297878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 74f50709-ce3b-475e-b1b2-a8a1c8590e62 · outbound

This paper cites Denoising Diffusion Implicit Models.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Denoising Diffusion Implicit Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:35.915139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:35.915139Z digest=sha256:e5ebcc0212567a51611adc73230ce95467cf331195ad0265046d7991891614fe

Observation 24f0f9aa-8532-4fc5-80fc-fe6aeb7fbffc · outbound

This paper cites Learning scene structure guidance via cross- task knowledge transfer for single depth super-resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Learning scene structure guidance via cross- task knowledge transfer for single depth super-resolution

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.238740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.925267Z digest=sha256:00f02f2a27f0f5ef354c98f79f83f721b2988362e2dfd2b261ad667c41fe4166

Observation d298e04f-6f52-451e-a0b6-3d01f629792f · outbound

This paper cites Uncertainty estimation using a single deep de- terministic neural network.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Uncertainty estimation using a single deep de- terministic neural network

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.219053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.932187Z digest=sha256:98dafd24104d5c615fea4d9c1849dac7665cdfb04fa821099ae139a78bf00ce8

Observation 6a628d51-9cfe-4b13-bacf-9837dbb0e963 · outbound

This paper cites A critical comparison among pansharpening algorithms.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A critical comparison among pansharpening algorithms

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.197132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.940578Z digest=sha256:5ac6f3d6446d63c46aec73febed96f830a6d86401f078d0cde5ca778358efd26

Observation 62ba70a5-80f7-48cd-8183-0f46b67c93f3 · outbound

This paper cites A new benchmark based on recent advances in multispectral pansharpening: Revisit- ing pansharpening with classical and emerging pansharpen- ing methods.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A new benchmark based on recent advances in multispectral pansharpening: Revisit- ing pansharpening with classical and emerging pansharpen- ing methods

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.158258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.948293Z digest=sha256:215acd3c68952809b3c8e79c18f6aee5ad463b1b2d02de17f356532859f04ea2

Observation bd5715fb-19cc-4299-bfda-ddf0f908c771 · outbound

This paper cites an unresolved cited work.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Unresolved cited work

Reference 49

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unresolved
no resolver link, observed 2026-08-11T19:58:35.956663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7dc140b3-8a0c-4e2e-8b46-7f450ad222de · outbound

This paper cites Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:38.049568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.970072Z digest=sha256:b5304a9789a321a973d864c32da63c0c898da8d35a6c0369093f77fcc89d9ca2

Observation 1850d327-142d-46da-a444-f334672f48fb · outbound

This paper cites Exploiting diffusion prior for real-world image super-resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Exploiting diffusion prior for real-world image super-resolution

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.973791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:35.980667Z digest=sha256:96cdd3f8721dd3afe369bf72857203e685c78f71a5c57cddae100103e4d0a005

Observation 289c04b2-76ae-47eb-bf24-69e779f57893 · outbound

This paper cites Dis- tilling object detectors with fine-grained feature imitation.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Dis- tilling object detectors with fine-grained feature imitation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.953699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.006162Z digest=sha256:73a792c259e34d254297863c105235de5ebfd1f426e65bbe5c6c89c42696e9f6

Observation e817de7b-80f4-4fa1-8f70-813ae27541b1 · outbound

This paper cites Recovering realistic texture in image super-resolution by deep spatial feature transform.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Recovering realistic texture in image super-resolution by deep spatial feature transform

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.920787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.026682Z digest=sha256:cbdc9ef6bc5d891ea1858a65f484f32b27ab56c93d2d839f1112e06f3973ddf0

Observation bdddc236-d462-49da-b1ff-6a713b2a0c94 · outbound

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

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Image quality assessment: from error visibility to structural similarity

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:36.048378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.048378Z digest=sha256:b240d0a9f566f8c60ed705b1681bc509d7ff93e308e08c7ffaa199e9cd6b425f

Observation b0138a09-3493-4877-b70e-636964ec9ed0 · outbound

This paper cites Data transmission by frequency-division multiplexing using the discrete fourier transform.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Data transmission by frequency-division multiplexing using the discrete fourier transform

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.790699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.079894Z digest=sha256:5856499a077c10ef121e6159993f4f2b579f7ec47ae236c3b84bbec5fc243015

Observation 4dce3b98-b55d-4143-8a8a-dc80d4ba9002 · outbound

This paper cites Dynamic cross feature fusion for remote sensing pan- sharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Dynamic cross feature fusion for remote sensing pan- sharpening

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.734415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.100232Z digest=sha256:c29ccb6390d7c27001410adec133886e0d59ed3200728e5c5e9e2ba42f357851

Observation 1a19388c-89ea-41ef-8296-380a80895f97 · outbound

This paper cites Group normalization.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Group normalization

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:36.126824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.126824Z digest=sha256:780c06679a3770c248271013bcae38ef540e4ed9281799cce2003b6a0160b3ed

Observation 380efe2f-04e6-4247-8c10-500d42de7b0b · outbound

This paper cites Diffir: Efficient diffusion model for image restoration.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Diffir: Efficient diffusion model for image restoration

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.696768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.151589Z digest=sha256:4ec9a9fb8dc448c42d8aae7906060896907f1979184a426fb52d5882127e6bcd

Observation 17b8b445-99b1-402f-9137-3842b7bfeb6d · outbound

This paper cites Empower generaliz- ability for pansharpening through text-modulated diffusion model.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Empower generaliz- ability for pansharpening through text-modulated diffusion model

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.631520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.157347Z digest=sha256:e2d580845dbec360d70e5a6710853245dd16305b7b6bd303a523bb63f5f0c1e9

Observation cb365dd7-4d66-4989-a4ca-604edfba9656 · outbound

This paper cites Feature nor- malized knowledge distillation for image classification.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Feature nor- malized knowledge distillation for image classification

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.512089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.165252Z digest=sha256:087d14b8df3c052185fe810fd69f845bacc61a7f3dd8ae512ef2517c0e15326b

Observation 696ce4d8-b09f-4e08-b7bb-c43b2b6af8d3 · outbound

This paper cites Pannet: A deep network architecture for pan-sharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pannet: A deep network architecture for pan-sharpening

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.477303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.171316Z digest=sha256:5d822ddb1e1cb6fc64995d6307f52720117fcf79746826d47115d6c52eb7871b

Observation 676933ee-4b0f-4ba3-91d1-b40b4d520a71 · outbound

This paper cites Vitkd: Feature-based knowledge distillation for vision transformers.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Vitkd: Feature-based knowledge distillation for vision transformers

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.453035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.180373Z digest=sha256:db1bcc84321a6af4b6cfcf64f37efbc735298a3a91d8d12cdba12ac161e51eff

Observation 1d290e4a-e809-4e91-957b-751185dd105c · outbound

This paper cites G-detkd: Towards general distillation framework for object detectors via contrastive and semantic- guided feature imitation.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening G-detkd: Towards general distillation framework for object detectors via contrastive and semantic- guided feature imitation

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.380851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.191966Z digest=sha256:1475d4330d36c8b8ed0a1deb15445e75df4a0e2b6a730e9c41220cb8a8de0416

Observation 5b2db9a9-2dcd-42a8-bf3d-d36a7d901277 · outbound

This paper cites A multiscale and multidepth convolutional neural network for remote sensing imagery pan-sharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A multiscale and multidepth convolutional neural network for remote sensing imagery pan-sharpening

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.262974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.200159Z digest=sha256:3fdeac777838946770f45d0e24871d848585ca16e5ca7ee044156f795eca24ec

Observation 071e03f7-a8b1-40c9-9254-874a304589fe · outbound

This paper cites Discrimination among semi-arid landscape endmem- bers using the spectral angle mapper (sam) algorithm.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Discrimination among semi-arid landscape endmem- bers using the spectral angle mapper (sam) algorithm

Reference 65

Resolution
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no resolver link, observed 2026-08-11T19:58:36.208708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.208708Z digest=sha256:1e52b20f0d06602ee14adb59f3f6131317657c522ed5b8c000da9b65453b10b7

Observation e78f28df-7c90-4582-a070-b88192ac542d · outbound

This paper cites Restormer: Efficient transformer for high-resolution image restoration.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Restormer: Efficient transformer for high-resolution image restoration

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:36.218671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.218671Z digest=sha256:c00e953e401d7e33bde2bddca9ad934b3c0be90f4847762f58a43c78c2a56632

Observation e9b24477-1825-444e-b77a-ec9613facd9a · outbound

This paper cites Pan- sharpening with wavelet-enhanced high-frequency informa- tion.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Pan- sharpening with wavelet-enhanced high-frequency informa- tion

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.199378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.232779Z digest=sha256:a5ad83df7cc28e8a977069a554e10c43dde147592a7fc9eb1fa718f7b50d6d99

Observation fceba1c2-5c63-4dd5-88b8-570bf65296a4 · outbound

This paper cites Spatial-spectral dual back- projection network for pansharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Spatial-spectral dual back- projection network for pansharpening

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.145324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.241840Z digest=sha256:216c089fc4acdd3a463044bffa1f784204e0b8a946a124029c1af06077021f77

Observation a39482f1-b1c1-4240-8e49-f20751b33dd5 · outbound

This paper cites Data-free knowledge dis- tillation for image super-resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Data-free knowledge dis- tillation for image super-resolution

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:36.247532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.247532Z digest=sha256:b5325a61f36aa4ccc66ff1b3a5074a228137163c5d9e8a8556991cc3d71cb36e

Observation ee97c2db-0f51-402e-bbf6-46f84c86447e · outbound

This paper cites Data Upcycling Knowledge Distillation for Image Super-Resolution.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Data Upcycling Knowledge Distillation for Image Super-Resolution

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T19:58:36.254470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:58:36.254470Z digest=sha256:e2863fc862b12e768a9fae58f27355becb42af6dcca75dadab035d80512475eb

Observation e4c5dc01-1c1b-4ebb-beb1-11de4b4a5d21 · outbound

This paper cites An anisotropic variational pansharpening model with adap- tive coefficients.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening An anisotropic variational pansharpening model with adap- tive coefficients

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:37.007321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.261727Z digest=sha256:bf971a68cebd6a27a7ea78803001a74b270f80931d4a63d075a78dcc5f5ba2e3

Observation 327d50d7-5ea4-425b-9611-1dad7fb4db71 · outbound

This paper cites Dcpnet: A dual-task collaborative promo- tion network for pansharpening.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Dcpnet: A dual-task collaborative promo- tion network for pansharpening

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:36.921109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.276825Z digest=sha256:026e6d69d0de907ed68b6a7608fb63302ee8a6b4902539c7c461113f8b04f2d4

Observation f9ae9106-8225-4bb3-b910-c89c3a618d94 · outbound

This paper cites Improving deep neural networks using softplus units.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Improving deep neural networks using softplus units

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:36.894517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.287329Z digest=sha256:d8a9ca3b0099e54ab3175add7db793c0a466c42a8cd21afc88cd181c3295832e

Observation f8414b21-13d6-4571-9005-128c57fc07df · outbound

This paper cites Se- ssd: Self-ensembling single-stage object detector from point cloud.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening Se- ssd: Self-ensembling single-stage object detector from point cloud

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:36.802659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.296252Z digest=sha256:f19b35ebe6d311480d8bd57553e627d022aefcc1aa1475f3999ab35638f9e6cc

Observation 56fdf85d-13b2-483c-8df0-82cb86b7d783 · outbound

This paper cites A wavelet transform method to merge landsat tm and spot panchromatic data.

U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening A wavelet transform method to merge landsat tm and spot panchromatic data

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:58:36.724429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T19:58:36.303467Z digest=sha256:4b8234c07a2fe3a7b8aa5fb16efe934c9e4de683d3929866061625dc9467c6cf

Pith citing papers

Observation 9480a22d-236f-4116-820d-16c589b18dac · inbound

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening cites this paper.

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening U-Know-DiffPAN: An Uncertainty-aware Knowledge Distillation Diffusion Framework with Details Enhancement for PAN-Sharpening

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:50:40.180983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T12:50:35.902910Z digest=sha256:ed4cfbfa9c86d7a21eedec0ca7e8cfef235b0f1926604100abc6e10c105ea133