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Paper Citation Record · LEDGER

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2501.18500.

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

pith.paper-citation-record.v1
2501.18500 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

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measured 43 of 43 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T05:45:29.560364Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T05:46:10.030109Z

Reference resolution

42 of 42 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8e7dcdc-fd21-4e47-a61d-b0dda59294db · outbound

This paper cites Mask-guided spectral-wise transformer for efficient hyperspectral image reconstruction.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Mask-guided spectral-wise transformer for efficient hyperspectral image reconstruction

Reference 1

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation a14ba753-664c-4bf6-a433-ee38cbe86050 · outbound

This paper cites Bidirectional dilation trans- former for multispectral and hyperspectral image fusion.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Bidirectional dilation trans- former for multispectral and hyperspectral image fusion

Reference 4

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Observation 9e77febe-c89b-49b9-97cd-57dce5485d1f · outbound

This paper cites Hyper- spectral image super-resolution via subspace-based low tensor multi-rank regularization.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hyper- spectral image super-resolution via subspace-based low tensor multi-rank regularization

Reference 5

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Observation 59c142f0-aeb2-468c-b0ba-3d5d967fdf5d · outbound

This paper cites Bidirectional 3d quasi-recurrent neural network for hyper- spectral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Bidirectional 3d quasi-recurrent neural network for hyper- spectral image super-resolution

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 50f415de-4862-422d-9b52-138d2ef3074f · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 10

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Source-reported events for the cited work

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Observation 1aead155-dabe-4572-97c8-765eb0c6573c · outbound

This paper cites Efficiently modeling long sequences with structured state spaces.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Efficiently modeling long sequences with structured state spaces

Reference 11

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Observation a3170387-5705-4556-85e8-709c1564e70b · outbound

This paper cites Mambair: A sim- ple baseline for image restoration with state-space model.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Mambair: A sim- ple baseline for image restoration with state-space model

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 175a383b-e9f1-48a9-be5c-4c6ee69b22bb · outbound

This paper cites A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection

Reference 14

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Observation 49593c6b-d74a-4997-b965-2e47ecaf31b0 · outbound

This paper cites Exploring the spectral prior for hyperspectral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Exploring the spectral prior for hyperspectral image super-resolution

Reference 15

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Observation 0a2377e8-62a1-4485-9967-94c414adae26 · outbound

This paper cites A comparative study of spatial approaches for urban map- ping using hyperspectral rosis images over pavia city, northern italy.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution A comparative study of spatial approaches for urban map- ping using hyperspectral rosis images over pavia city, northern italy

Reference 16

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Source-reported events for the cited work

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Observation 8ba82af1-4e5a-4303-af55-8ec1d262d867 · outbound

This paper cites Learning spatial-spectral prior for super- resolution of hyperspectral imagery.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Learning spatial-spectral prior for super- resolution of hyperspectral imagery

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 69d6f7e9-e5a2-49f1-b7ab-15a451e97507 · outbound

This paper cites Ex- ploring the relationship between 2d/3d convolution for hy- perspectral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Ex- ploring the relationship between 2d/3d convolution for hy- perspectral image super-resolution

Reference 21

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Source-reported events for the cited work

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Observation 2f7f095f-92a8-4aeb-83bc-a8c061148e7c · outbound

This paper cites Dual-stage approach toward hyperspectral im- age super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Dual-stage approach toward hyperspectral im- age super-resolution

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation cc8f19bc-4db1-4a52-bf18-20a6ec4c9219 · outbound

This paper cites Learning attention from attention: Efficient self-refinement transformer for face super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Learning attention from attention: Efficient self-refinement transformer for face super-resolution

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 31a7d6a6-4943-4a17-8326-e078b0fa1b64 · outbound

This paper cites Swinir: Image restoration using swin transformer.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Swinir: Image restoration using swin transformer

Reference 24

Resolution
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Source-reported events for the cited work

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Observation dbb41b82-2ad2-4f93-a137-09b6fb4de35b · outbound

This paper cites Interactformer: Interac- tive transformer and CNN for hyperspectral image super- resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Interactformer: Interac- tive transformer and CNN for hyperspectral image super- resolution

Reference 25

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Source-reported events for the cited work

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Observation bf9a3aba-b1cc-4c8f-87ec-ee7d1a35093b · outbound

This paper cites Medical hy- perspectral imaging: a review.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Medical hy- perspectral imaging: a review

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 296b65c9-6437-4ab3-a655-6a835146f284 · outbound

This paper cites Hyperspectral image spatial super-resolution via 3d full convolutional neural network.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hyperspectral image spatial super-resolution via 3d full convolutional neural network

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 2026-08-10T06:31:04.303077+00:00.

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Observation 95d8da9b-2d6d-4d33-8071-6126a9bb5396 · outbound

This paper cites Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution

Reference 29

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Source-reported events for the cited work

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Observation a892f7b7-0c28-4a9f-8043-a04d6cad4f44 · outbound

This paper cites Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Aitken, Rob Bishop, Daniel Rueckert, and Zehan Wang

Reference 30

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Source-reported events for the cited work

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Observation 442da592-0b0d-4550-a645-31f6937058b7 · outbound

This paper cites Hyperspectral image super-resolution meets deep learning: A survey and perspective.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hyperspectral image super-resolution meets deep learning: A survey and perspective

Reference 32

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Source-reported events for the cited work

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Observation dee2d9b0-4822-4e38-bc85-0d12145faa50 · outbound

This paper cites Combining global receptive field and spatial spectral information for single-image hyperspectral super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Combining global receptive field and spatial spectral information for single-image hyperspectral super-resolution

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 8134a15a-8045-4df2-9ce5-89bc5eee48f2 · outbound

This paper cites Hyper- spectral image denoising using uncertainty-aware adjus- tor.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hyper- spectral image denoising using uncertainty-aware adjus- tor

Reference 34

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Source-reported events for the cited work

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Observation f35967ba-2f25-4895-ae96-ad193533e41a · outbound

This paper cites Frequency-assisted mamba for remote sensing image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Frequency-assisted mamba for remote sensing image super-resolution

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 91d37623-5fe4-42a3-9810-515d1e8454ec · outbound

This paper cites As 3itransunet: Spatial-spectral interactive transformer u-net with alternating sampling for hyperspec- tral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution As 3itransunet: Spatial-spectral interactive transformer u-net with alternating sampling for hyperspec- tral image super-resolution

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 38115b0f-c6e2-4cc7-9774-d78a894dbd1f · outbound

This paper cites Airborne hyperspectral data over chikusei.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Airborne hyperspectral data over chikusei

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 74882420-0fc0-4105-8c9d-2862f9847467 · outbound

This paper cites Image super- resolution using very deep residual channel attention net- works.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Image super- resolution using very deep residual channel attention net- works

Reference 38

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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 2026-08-10T06:31:04.303077+00:00.

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Observation 7ff24219-d8c4-4808-8af4-0c7b5bc7520a · outbound

This paper cites Es- saformer: Efficient transformer for hyperspectral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Es- saformer: Efficient transformer for hyperspectral image super-resolution

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation b05f58a9-87b1-4296-b50e-189c28facc16 · outbound

This paper cites Perceive-ir: Learn- ing to perceive degradation better for all-in-one image restoration.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Perceive-ir: Learn- ing to perceive degradation better for all-in-one image restoration

Reference 40

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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 2026-08-10T06:31:04.303077+00:00.

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Observation 315074e7-b08d-45ac-a357-9c843f0ac532 · outbound

This paper cites Vision mamba: Efficient visual representation learning with bidirectional state space model.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Vision mamba: Efficient visual representation learning with bidirectional state space model

Reference 42

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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 2026-08-10T06:31:04.303077+00:00.

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Observation 491f20ce-07aa-417c-9749-1716d9a00290 · outbound

This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 2009

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 684c9f10-c3db-424d-b6c5-f053ace4e9a7 · outbound

This paper cites Recent advances of hyper- spectral imaging technology and applications in agricul- ture.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Recent advances of hyper- spectral imaging technology and applications in agricul- ture

Reference 2014

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verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.323730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:09.049007Z digest=sha256:ee66817efb04e2a43cca27137a0afd3d772164e3d333f33db99c55ef85cdbdf0

Observation 8c59005f-ff50-4bc4-84fb-8bd4d1bbaf1c · outbound

This paper cites Panchromatic and hyperspectral image fusion: Outcome of the 2022 whispers hyperspectral pansharpening challenge.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Panchromatic and hyperspectral image fusion: Outcome of the 2022 whispers hyperspectral pansharpening challenge

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.295572Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:09.063437Z digest=sha256:22db4bf8a919f3fe20cf0d205c26e3d032fec3257b9529148f77256722eb4af3

Observation c0c23870-0d86-4a85-8b80-cb92436b0758 · outbound

This paper cites Noise prior knowledge informed bayesian inference network for hyperspectral super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Noise prior knowledge informed bayesian inference network for hyperspectral super-resolution

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.485106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.979207Z digest=sha256:520c7ceb6cf0fb0458c63f78e79c8da7ea52da1c133a5afb00a4d969bca6e06b

Observation 1b5325e3-c613-42c7-91fe-815934002e7c · outbound

This paper cites Mixed 2d/3d convolutional network for hyperspectral image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Mixed 2d/3d convolutional network for hyperspectral image super-resolution

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.386343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:09.026374Z digest=sha256:70440665ab6e45e0d98901b8014c73f02cd95f923a2ae5e88a7fe8bc1dd49e13

Observation ece86eac-ead4-41fe-9ad2-757b3ee6ea70 · outbound

This paper cites Hyperspectral image super-resolution via non-local sparse tensor factorization.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Hyperspectral image super-resolution via non-local sparse tensor factorization

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.493870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.975259Z digest=sha256:d1710541e3605f450e007e51ec3cbda6ddf683cdb3f022ec1ce19cecb1c4e16c

Observation cf0e518a-7bc1-4e0c-9223-790b45c7a780 · outbound

This paper cites Single hyperspectral image super- resolution with grouped deep recursive residual network.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Single hyperspectral image super- resolution with grouped deep recursive residual network

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.395282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:09.023045Z digest=sha256:1e0ef02f6d56e4ca647f8a92c8baabe817f2e063b0c6a9c84cab47121c1088d8

Observation 9ad75ada-2ad4-4883-bbc5-6367fe22bcd4 · outbound

This paper cites Ssumamba: Spatial-spectral selective state space model for hyperspectral image denoising.IEEE Transactions on Geoscience and Remote Sensing,.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Ssumamba: Spatial-spectral selective state space model for hyperspectral image denoising.IEEE Transactions on Geoscience and Remote Sensing,

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.468044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.986468Z digest=sha256:0d2f996d5e10f722247ef053e9dd1a8bdb8b599f1f6b3d9ebfdd140fb44ab2ba

Observation 764607c3-db79-4e64-a2f3-afedb3be8ace · outbound

This paper cites Toward sta- ble, interpretable, and lightweight hyperspectral super- resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Toward sta- ble, interpretable, and lightweight hyperspectral super- resolution

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.449952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.998050Z digest=sha256:36c5416e7ebb1b92b167e74333cd58f64a32644d6b4cec766d8f5ea0a2aa1872

Observation e12d1256-bfd7-4fea-a7f4-63938094e271 · outbound

This paper cites Cross-scope spatial-spectral information aggrega- tion for hyperspectral image super-resolution.IEEE Trans- actions on Image Processing, 33:5878–5891,.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Cross-scope spatial-spectral information aggrega- tion for hyperspectral image super-resolution.IEEE Trans- actions on Image Processing, 33:5878–5891,

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.529475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.959830Z digest=sha256:90a765aedc43677b432c3ec88e4d025d4fab452804e5a4c7dd07223543d9f98f

Observation 8e03c448-84cc-4eaa-87ae-173f76601d09 · outbound

This paper cites Freqformer: Frequency-aware transformer for lightweight image super- resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Freqformer: Frequency-aware transformer for lightweight image super- resolution

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.520473Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:08.963621Z digest=sha256:536eb46a44569ce5ae2318ad66934ba63bad254d69efec5764f3d5fd2bc250a6

Observation 32bbaf66-a20d-4653-b858-8e935992a2bd · outbound

This paper cites Mambaformersr: A lightweight model for remote-sensing image super-resolution.

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution Mambaformersr: A lightweight model for remote-sensing image super-resolution

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T23:19:09.189684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T23:19:09.102100Z digest=sha256:d5827630b4ddd33e4eeeb86dbb11ad2566d3e675d1d65acd1917e76af67638aa

Pith citing papers

Observation a149ed03-deb1-4c0c-864b-80038f53da95 · inbound

Voronoi-guided Bilateral 2D Gaussian Splatting for Arbitrary-Scale Hyperspectral Image Super-Resolution cites this paper.

Voronoi-guided Bilateral 2D Gaussian Splatting for Arbitrary-Scale Hyperspectral Image Super-Resolution HSRMamba: Contextual Spatial-Spectral State Space Model for Single Image Hyperspectral Super-Resolution

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T05:46:10.031353Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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