Paper Citation Record · LEDGER

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification

As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.17350.

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

pith.paper-citation-record.v1
2412.17350 v1

Coverage vector

measured 42 of 42 reference resolution

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

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External citation measurements

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Outbound references

Observation 37ab8e96-9802-4b25-86ad-34adec283589 · outbound

This paper cites A review of unsupervised band selection techniques: Land cover classification for hyperspectral earth observation data,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification A review of unsupervised band selection techniques: Land cover classification for hyperspectral earth observation data,

Reference 1

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Observation 32f458a9-a7de-4773-bc7b-adf9bba41303 · outbound

This paper cites Hyperspectral image clustering: Current achievements and future lines,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral image clustering: Current achievements and future lines,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:56.035995Z

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Observation 5a3286e9-9f44-40f6-a708-15bc18d77142 · outbound

This paper cites Hyperspectral imaging in environmental monitoring and analysis,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral imaging in environmental monitoring and analysis,

Reference 3

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Observation 6eb49f64-6da1-4610-b7da-e0941f5911d7 · outbound

This paper cites Modern trends in hyperspectral image analysis: A review,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Modern trends in hyperspectral image analysis: A review,

Reference 4

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Observation 44760f9b-c777-4b5c-a6d5-f8059e80f3dd · outbound

This paper cites Hyperspectral remote sensing in litho- logical mapping, mineral exploration, and environmental geology: an updated review,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral remote sensing in litho- logical mapping, mineral exploration, and environmental geology: an updated review,

Reference 5

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Observation dc6c9dc7-b86b-41c3-b006-9944e113a0cf · outbound

This paper cites An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges,

Reference 6

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Observation 513f03a0-2836-4c4a-850b-a88e5166ff40 · outbound

This paper cites Hyperspectral remote sensing data analysis and future challenges,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral remote sensing data analysis and future challenges,

Reference 7

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Observation 07a75804-6faf-4159-aeba-6aa09ade8d21 · outbound

This paper cites Future perspectives and challenges in hyperspectral remote sensing,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Future perspectives and challenges in hyperspectral remote sensing,

Reference 8

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Observation 5da24bbd-5408-48f3-a819-4df308cd26c8 · outbound

This paper cites Multiple Sub-Pixel Target Detection for Hyperspectral Imaging Systems,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Multiple Sub-Pixel Target Detection for Hyperspectral Imaging Systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.963817Z

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Observation ece7b790-dc5c-4d80-9fff-4db4e7fbf547 · outbound

This paper cites Hyperspectral image clas- sification—Traditional to deep models: A survey for future prospects,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral image clas- sification—Traditional to deep models: A survey for future prospects,

Reference 10

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Observation b473cb3a-4e9b-48e7-bad3-32a6959dd30d · outbound

This paper cites Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Net- work,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Net- work,

Reference 11

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Observation 09be6555-0fa5-413c-ba5b-819795a42407 · outbound

This paper cites MS2I2Former: Multiscale Spa- tial–Spectral Information Interactive Transformer for Hyperspectral Im- age Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification MS2I2Former: Multiscale Spa- tial–Spectral Information Interactive Transformer for Hyperspectral Im- age Classification,

Reference 12

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Observation 4d9749c9-855e-4a59-8e73-47abf7d2537d · outbound

This paper cites Bridging CNN and Transformer With Cross-Attention Fusion Network for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Bridging CNN and Transformer With Cross-Attention Fusion Network for Hyperspectral Image Classification,

Reference 13

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Observation 48beef98-c1e3-40e8-a480-6859eb0048de · outbound

This paper cites A center-masked transformer for hyperspectral image classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification A center-masked transformer for hyperspectral image classification,

Reference 14

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Observation 21ffe108-2817-40e9-ae89-5488ae5d8d42 · outbound

This paper cites Hierarchical attention transformer for hyper- spectral image classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hierarchical attention transformer for hyper- spectral image classification,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.895473Z

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Observation ea01b60d-39ad-49ce-9315-870d85d13a04 · outbound

This paper cites GraphGST: Graph Generative Structure-Aware Transformer for Hyper- spectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification GraphGST: Graph Generative Structure-Aware Transformer for Hyper- spectral Image Classification,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.884540Z

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Observation e7cf10a8-65ed-4dc5-a6cd-cb4d747c4c85 · outbound

This paper cites Foundation Model-Based Spec- tral–Spatial Transformer for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Foundation Model-Based Spec- tral–Spatial Transformer for Hyperspectral Image Classification,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.874367Z

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Observation 22964a5b-b09c-42ed-b5d9-36cb67447ac7 · outbound

This paper cites Dual attention transformer network for hyperspectral image classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Dual attention transformer network for hyperspectral image classification,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.864409Z

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Observation 8c1a7f6e-6cc4-4f5a-96de-d46ec37225e1 · outbound

This paper cites Spectral–Spatial Trans- former Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Spectral–Spatial Trans- former Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.853630Z

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Observation 6958c06d-bf13-4530-b868-2a7b70187531 · outbound

This paper cites QTN: Quaternion Transformer Network for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification QTN: Quaternion Transformer Network for Hyperspectral Image Classification,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.842771Z

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Observation b6b5fbb7-e0c5-4264-9620-497a5b3dbd2d · outbound

This paper cites A Lightweight Transformer Network for Hyperspectral Image Classifica- tion,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification A Lightweight Transformer Network for Hyperspectral Image Classifica- tion,

Reference 21

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Observation 13106761-a366-41ca-86a4-32c789ac35b9 · outbound

This paper cites Hyperspectral Image Transformer Classification Networks,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral Image Transformer Classification Networks,

Reference 22

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Observation 7fb6def0-cc73-48da-a484-c78f9c7c65be · outbound

This paper cites MSTNet: A Multilevel Spectral–Spatial Transformer Network for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification MSTNet: A Multilevel Spectral–Spatial Transformer Network for Hyperspectral Image Classification,

Reference 23

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Observation 69ebe90b-d338-47c6-9f62-74ba703b858f · outbound

This paper cites MATNet: A Combining Multi-Attention and Transformer Network for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification MATNet: A Combining Multi-Attention and Transformer Network for Hyperspectral Image Classification,

Reference 24

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Observation 0294be02-4415-4b66-8ec1-5881c86f886f · outbound

This paper cites Differential Transformer.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Differential Transformer

Reference 25

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Observation d5405a38-f644-46c5-bf20-c27c12229e5c · outbound

This paper cites Adaptive Graph Modeling With Self-Training for Heterogeneous Cross-Scene Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Adaptive Graph Modeling With Self-Training for Heterogeneous Cross-Scene Hyperspectral Image Classification,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.783015Z

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Observation 8369dd65-53b2-468b-bd7e-16fa807edd3c · outbound

This paper cites Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Fusing Transformers in a Tuning Fork Structure for Hyperspectral Image Classification Across Disjoint Samples,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.770673Z

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Observation caff3f0e-941d-41cd-b15c-a9fefb584838 · outbound

This paper cites MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multi- spectral Image Fusion,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification MIMO-SST: Multi-Input Multi-Output Spatial-Spectral Transformer for Hyperspectral and Multi- spectral Image Fusion,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.759848Z

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Observation 74ae4d68-e504-425a-9c5b-56d403ea6b6d · outbound

This paper cites Sparse self- attention transformer for image inpainting,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Sparse self- attention transformer for image inpainting,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.749419Z

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Observation 2fb80af3-43d5-495e-872d-866d0d814c76 · outbound

This paper cites Spatial–Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Spatial–Spectral Transformer With Conditional Position Encoding for Hyperspectral Image Classification,

Reference 30

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Observation e54767f0-c072-4bce-9e64-0ec30907ec8b · outbound

This paper cites Image fusion for the novelty rotating synthetic aperture system based on vision transformer,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Image fusion for the novelty rotating synthetic aperture system based on vision transformer,

Reference 31

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Observation 0344433d-6f2e-490f-b7e0-fb7908661354 · outbound

This paper cites WaveFormer: Spectral–Spatial Wavelet Transformer for Hyperspectral Image Classifi- cation,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification WaveFormer: Spectral–Spatial Wavelet Transformer for Hyperspectral Image Classifi- cation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.724258Z

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Observation 2d2e9d78-8fa3-447b-a6bf-4cbae5fbc213 · outbound

This paper cites Deep Transformer Based Video Inpainting Using Fast Fourier Tokenization,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Deep Transformer Based Video Inpainting Using Fast Fourier Tokenization,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.715061Z

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Observation c02b5918-337a-49be-9079-0ee3cfcf2b93 · outbound

This paper cites A Dual-Feature-Based Adaptive Shared Transformer Network for Image Captioning,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification A Dual-Feature-Based Adaptive Shared Transformer Network for Image Captioning,

Reference 34

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Observation 658bf47d-1846-4d36-a5cb-3891e44da20f · outbound

This paper cites WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classifica- tion,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classifica- tion,

Reference 35

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This paper cites Swish: a self-gated activation function,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Swish: a self-gated activation function,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.682790Z

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Observation f2f95877-6e12-4825-b17d-5444708ca00e · outbound

This paper cites Mini-UA V-borne hyperspectral remote sensing: From observation and processing to applications,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Mini-UA V-borne hyperspectral remote sensing: From observation and processing to applications,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.670962Z

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Observation 250c558f-822d-4e47-941c-f7124f8a4dd6 · outbound

This paper cites Hyperspectral and lidar data fusion: Outcome of the 2013 grss data fusion contest,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Hyperspectral and lidar data fusion: Outcome of the 2013 grss data fusion contest,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.659973Z

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Observation 14a52bad-6dc2-4cc3-9caf-ef9c28832cfc · outbound

This paper cites Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.648702Z

Source-reported events for the cited work

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Observation 0d52938c-9ba3-4ff5-8b12-ab32197c2721 · outbound

This paper cites Pyramid Hierarchical Spatial-Spectral Transformer for Hyperspectral Image Classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Pyramid Hierarchical Spatial-Spectral Transformer for Hyperspectral Image Classification,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.638544Z

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Observation 3ce2d9ca-ebdc-4ba7-b1ea-069f4552aeb7 · outbound

This paper cites A hybrid convolution transformer for hyperspectral image classification,.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification A hybrid convolution transformer for hyperspectral image classification,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:37:55.627970Z

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Observation cc716828-1ef1-44f5-ae4b-34447b42e7cc · outbound

This paper cites Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification.

DiffFormer: a Differential Spatial-Spectral Transformer for Hyperspectral Image Classification Multi-head Spatial-Spectral Mamba for Hyperspectral Image Classification

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T05:37:55.577314Z

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