Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T21:25:58.806755Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2501.04944.
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 2026-08-10T21:25:58.806755Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7565e213-b5b9-4012-8a09-b2754c985605 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification A spectral-spatial-dependent global learning framework for insufficient and imbalanced hyperspectral image classification,
Reference 1
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hyperspectral remote sensing data analysis and future challenges,
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Observation db5e88f4-b470-43fb-82d8-ac390e0914da · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Beyond the patchwise classification: Spectral-spatial fully convolutional networks for hyperspectral image classification,
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Beyond the sparsity-based target detector: A hybrid sparsity and statistics-based detector for hyperspectral images,
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Deep learning classifiers for hyperspectral imaging: A review,
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Observation 2ac0284b-e1fc-44e4-9c2c-233e7a7dd773 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification A novel semisuper- vised active-learning algorithm for hyperspectral image classification,
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Observation 9c525815-00ff-4d0c-bb9c-777dd41bf12e · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Do we need learnable classifiers? a hyperspectral image classification algorithm based on attention-enhanced resblock-in-resblock and etf classifier,
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Observation 634d4f20-9c4c-4131-9327-bc011b461972 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Classification of hyperspectral remote sensing images with support vector machines,
Reference 9
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Observation edf5a8a6-8874-4f05-8885-e948c5e2c8ac · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Investigation of the random forest framework for classification of hyperspectral data,
Reference 10
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Observation 047defc5-12e1-40b8-bf75-c9a999fc513f · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Graph convolutional networks for hyperspectral image classification,
Reference 11
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Observation 19df4b31-14ed-4f63-8d30-f1392b47587f · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hyperspectral image classification using groupwise separable convolutional vision transformer network,
Reference 12
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Observation 24d2cf60-0c3f-4f92-93df-97e69cd59201 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Semi- supervised multiscale dynamic graph convolution network for hyper- spectral image classification,
Reference 13
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Observation 5bccef18-8839-421d-bc7c-0f80a649aebe · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Resc-net: Hyperspectral image classifi- cation based on attention-enhanced residual module and spatial-channel attention,
Reference 14
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Observation 6c8a1502-b0b2-46e3-8dae-94071a47074f · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Channel-layer- oriented lightweight spectral-spatial network for hyperspectral image classification,
Reference 15
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Observation 7c24d2af-e655-40f4-8751-4b8df8f96b88 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Spectralformer: Rethinking hyperspectral image classification with transformers,
Reference 16
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Observation 260c76e3-d4a7-4f67-b6ee-5382f37c1607 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification VM-UNet: Vision Mamba UNet for Medical Image Segmentation
Reference 17
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Observation 36128cef-653b-4578-86d2-1a893cc10ea2 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Attention is all you need,
Reference 18
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Observation 6f5a91de-a952-4632-9edc-b1cbfe4b17fd · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Reference 19
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Observation 3af45188-7740-40d5-939e-237b387c156d · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Gu, Modeling Sequences with Structured State Spaces
Reference 20
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Combining recurrent, convolutional, and continuous-time models with linear state space layers,
Reference 21
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Efficiently modeling long sequences with structured state spaces,
Reference 22
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Observation 5be66405-7080-4e81-b037-8fb968feb210 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification It’s raw! audio generation with state-space models,
Reference 23
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Observation 13f08cb0-7975-400a-bcb6-8501e78ca42b · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 24
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Observation 0499f34e-5c55-4f62-9c13-8ccf81947e97 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation
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Observation b2ea5abe-53c9-48d1-a198-a244595b6ab1 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Visual Mamba: A Survey and New Outlooks
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Observation 7ca23fb7-887a-426b-b147-2aa982297106 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State Spaces
Reference 27
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Observation d5955140-eacb-4c3b-a33b-08308661eda5 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification RSMamba: Remote Sensing Image Classification with State Space Model
Reference 28
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Observation f7aac2e0-3376-4664-b8f8-4e4277f12b8c · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification PointMamba: A Simple State Space Model for Point Cloud Analysis
Reference 29
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Observation 2506efad-8e61-4e61-9e40-98a93b291633 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Knn-based representation of superpixels for hyperspectral image classification,
Reference 30
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Observation c6109a1c-718f-4648-a8f4-909686007301 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Exploring the relationship between center and neighborhoods: Central vector oriented self-similarity network for hyperspectral image classification,
Reference 31
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Observation 2b3680ec-ea09-4665-a1e2-ddf90263f0e3 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Spectral–spatial feature tokenization transformer for hyperspectral image classification,
Reference 32
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Observation 2af8fd69-2577-4b08-834c-96c9ddc5a0f8 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hyperspectral image classification using group-aware hierarchical transformer,
Reference 33
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Observation f04ff6ac-2d7d-46ee-946e-068b8aed7576 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Spectral–spatial clas- sification of hyperspectral images with a superpixel-based discriminative sparse model,
Reference 34
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Observation 19e0cfa5-ab8c-40c8-9847-172d905b2c0b · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Classification of hyperspectral data from urban areas based on extended morpholog- ical profiles,
Reference 35
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Observation 8e7b9db1-2a6d-4670-8b32-6a42837ed388 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Representa- tive multiple kernel learning for classification in hyperspectral imagery,
Reference 36
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Observation 01a3a622-aee4-43f4-bb11-4e4f7c6cd115 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Representation learning: A review and new perspectives,
Reference 37
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Observation 4f44d74b-4763-4182-beba-c1e2f9073932 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Spectral– spatial graph convolutional networks for semisupervised hyperspectral image classification,
Reference 38
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Observation 296f0d3e-6200-46d0-b776-d5de878c3f4e · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hyperspectral image classification with context-aware dynamic graph convolutional network,
Reference 39
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Observation b5fd1145-9a74-4ff2-b60b-c9d8c074c253 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Graph-in-graph convolutional network for hyperspectral image classification,
Reference 40
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Observation 5cbefb92-62ce-498d-b8a8-72c3c754e93a · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hyperspectral image clas- sification—traditional to deep models: A survey for future prospects,
Reference 41
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Observation b9707773-4631-47a9-9e54-d4dc2bf59fc0 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Deep convolutional neural networks for hyperspectral image classification,
Reference 43
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Observation 3882f8ac-af0d-424c-a76e-5558820ca7ff · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Hierarchical multi-scale convolutional neural networks for hyperspectral image classification,
Reference 44
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Observation 4ca7c31d-e422-4049-a54e-989468e4c33c · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification A fast and compact 3-d cnn for hyperspectral image classification,
Reference 45
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Observation b996113b-cdd6-4e8c-99b8-438c4c01c967 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Fully contextual network for hyper- spectral scene parsing,
Reference 46
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Observation d3f9e46d-5ea3-4e5a-88b6-dc8aba2c8982 · outbound
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Reference 47
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Observation 46e7596f-5aeb-48d0-922a-b15c3f3ac3e9 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification From center to surrounding: An interactive learning framework for hyperspectral image classification,
Reference 48
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Observation 267964a2-9079-4dee-8ef5-7183c0031470 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Local transformer with spatial partition restore for hyperspectral image classification,
Reference 49
Source-reported events for the cited work
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Observation 328885bf-c5f6-461c-a041-121e59fdc57b · outbound
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Reference 50
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Simplified state space layers for sequence modeling,
Reference 51
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Reference 52
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Reference 54
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Reference 55
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification SpectralMamba: Efficient Mamba for Hyperspectral Image Classification
Reference 57
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MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification 3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
Reference 58
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Observation a01b4cf5-9e65-4002-b974-2b098bee6d9e · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Spectral-Spatial Mamba for Hyperspectral Image Classification
Reference 59
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Reference 60
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Reference 62
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Reference 63
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Observation 5d59ac4d-fea6-4f3d-ae90-97ef1016c1d1 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Large kernel spectral and spatial attention networks for hyperspectral image classification,
Reference 64
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Observation c1434ea6-3558-4eb6-ae58-f93df4bec268 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Zhong, X
Reference 65
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Observation ddb3633a-2f27-417a-846f-5db7c2ff8e36 · outbound
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Fully contextual network for hyper- spectral scene parsing,
Reference 66
Source-reported events for the cited work
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No inbound Pith citation observations are available.