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Paper Citation Record · LEDGER

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification

As of 12 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2604.15828.

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pith.paper-citation-record.v1
2604.15828 v1

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measured 53 of 53 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

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External citation measurements

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Outbound references

Observation ec7d5fbb-1eb9-4914-9347-251582d74d97 · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 1

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Observation 3d89663f-4e87-4302-bd0d-74ef0d48bd72 · outbound

This paper cites Partial least squares for discrimination.Journal of Chemometrics, 17(3):166– 173.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Partial least squares for discrimination.Journal of Chemometrics, 17(3):166– 173

Reference 2

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This paper cites Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, and Xiao Xiang Zhu.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, and Xiao Xiang Zhu

Reference 3

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Observation 5506f54c-10a9-4198-a5a5-4726b30e5864 · outbound

This paper cites Spectralnet: Ex- ploring spatial-spectral waveletcnn for hyperspectral image classification.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Spectralnet: Ex- ploring spatial-spectral waveletcnn for hyperspectral image classification

Reference 4

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Observation aaf59800-82f8-4f9c-be72-d93ade88c58c · outbound

This paper cites A lightweight spectral–spatial feature extraction and fusion network for hyperspectral image classification.Remote Sensing, 12(9): 1395.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification A lightweight spectral–spatial feature extraction and fusion network for hyperspectral image classification.Remote Sensing, 12(9): 1395

Reference 5

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Observation 541c628f-d8a3-43ac-9baa-ff9096bfd8da · outbound

This paper cites Greenhyperspectra: A multi-source hyper- spectral dataset for global vegetation trait prediction.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Greenhyperspectra: A multi-source hyper- spectral dataset for global vegetation trait prediction

Reference 6

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Observation 7e436539-f728-43a1-9956-d5c4108ae422 · outbound

This paper cites Cam- bridge University Press, Cambridge.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Cam- bridge University Press, Cambridge

Reference 7

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SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 8

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Observation 1e4cb3d7-42ca-48c5-b864-62c8c266eca5 · outbound

This paper cites An image is worth 16x16 words: Trans- formers for image recognition at scale.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification An image is worth 16x16 words: Trans- formers for image recognition at scale

Reference 9

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Observation 28e8bf2d-c117-425f-b56d-e9c7127f21e3 · outbound

This paper cites Plg- vit: Vision transformer with parallel local and global self- attention.Sensors.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Plg- vit: Vision transformer with parallel local and global self- attention.Sensors

Reference 10

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Observation a45eb727-b51f-440d-a70c-7ca0d6f0c597 · outbound

This paper cites En- hancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning.Computers in Biology and Medicine.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification En- hancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning.Computers in Biology and Medicine

Reference 11

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Observation 4ca6fa22-3178-4138-a5db-8bac0fe26067 · outbound

This paper cites 3d residual spatial–spectral convolution network for hyperspec- tral remote sensing image classification.Neural Computing and Applications, 35(6):4479–4497.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification 3d residual spatial–spectral convolution network for hyperspec- tral remote sensing image classification.Neural Computing and Applications, 35(6):4479–4497

Reference 12

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Observation e52bc347-2a31-40b3-803c-b2d66d999974 · outbound

This paper cites Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral Benchmark: Bridging the Gap between HSI Applications through Comprehensive Dataset and Pretraining

Reference 13

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Observation 72e9e293-25a7-4125-84a9-e26b3a4e99e9 · outbound

This paper cites Agricultural plant hyperspectral imaging dataset.Computer Optics, 47 (3):442–450.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Agricultural plant hyperspectral imaging dataset.Computer Optics, 47 (3):442–450

Reference 14

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This paper cites An exten- sive review of hyperspectral image classification and predic- tion: techniques and challenges.Multimedia Tools and Ap- plications, 83(34):80941–81038.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification An exten- sive review of hyperspectral image classification and predic- tion: techniques and challenges.Multimedia Tools and Ap- plications, 83(34):80941–81038

Reference 15

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Observation 63fa2ec2-b460-422e-aa7b-20340b95cc30 · outbound

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SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 16

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Observation 8c6dbe8a-7287-40d9-8ef1-6309e43f2196 · outbound

This paper cites Gra ˜na, M.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Gra ˜na, M

Reference 17

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Observation d4150804-6547-4a5e-8551-fb2c5d9ca3be · outbound

This paper cites Accessed: 2026-02-20.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Accessed: 2026-02-20

Reference 18

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Observation fcad8012-1033-41b7-a7f8-f272d508ed3d · outbound

This paper cites Hyperspectral image classification with attention-aided cnns.IEEE Transactions on Geoscience and Remote Sensing, 59(3):2281–2293.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral image classification with attention-aided cnns.IEEE Transactions on Geoscience and Remote Sensing, 59(3):2281–2293

Reference 19

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SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 20

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Observation ebc631ca-78d5-47bf-990b-6520fb1e8285 · outbound

This paper cites Deep residual learning for image recognition.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Deep residual learning for image recognition

Reference 21

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Observation c1b32020-e452-48c5-8949-9d4a0a419b66 · outbound

This paper cites Multi-scale 3d deep convolutional neural network for hyperspectral image classi- fication.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Multi-scale 3d deep convolutional neural network for hyperspectral image classi- fication

Reference 22

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Observation e0de7674-ec02-4cf6-bdd4-5f07970fdbf0 · outbound

This paper cites Spectralformer: Rethinking hyper- spectral image classification with transformers.IEEE Trans- actions on Geoscience and Remote Sensing, 60:1–15.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Spectralformer: Rethinking hyper- spectral image classification with transformers.IEEE Trans- actions on Geoscience and Remote Sensing, 60:1–15

Reference 23

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Observation 1c2c8799-2c39-4897-979c-848e13560591 · outbound

This paper cites A survey: Deep learning for hyperspectral im- age classification with few labeled samples.Neurocomput- ing, 448:179–204.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification A survey: Deep learning for hyperspectral im- age classification with few labeled samples.Neurocomput- ing, 448:179–204

Reference 24

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Observation 678d8993-ea6c-4de0-be12-5a99b6a38a05 · outbound

This paper cites A hyperspectral data 3d convolutional neural network classification model for diagnosis of gray mold disease in strawberry leaves.Frontiers in Plant Sci- ence, 13:837020.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification A hyperspectral data 3d convolutional neural network classification model for diagnosis of gray mold disease in strawberry leaves.Frontiers in Plant Sci- ence, 13:837020

Reference 25

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Observation 21a9214e-ce71-4042-9c58-3de2016b272a · outbound

This paper cites Khonina et al.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Khonina et al

Reference 26

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Observation 58c38441-75b1-4824-a15a-493239cb206d · outbound

This paper cites Deep learning for hyperspectral image classi- fication: A survey.Computer Science Review, 53:100658.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Deep learning for hyperspectral image classi- fication: A survey.Computer Science Review, 53:100658

Reference 27

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Observation 84395086-d78c-480b-a730-5f370b18fcce · outbound

This paper cites Hierarchical multi-scale convolutional neural networks for hyperspectral image clas- sification.Sensors, 19(7):1714.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hierarchical multi-scale convolutional neural networks for hyperspectral image clas- sification.Sensors, 19(7):1714

Reference 28

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Source-reported events for the cited work

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Observation f6ea5b1c-b4d3-4caf-9bfb-68b853ceef93 · outbound

This paper cites Data aug- mentation for hyperspectral image classification with deep CNN.IEEE Geoscience and Remote Sensing Letters, 16(4): 593–597.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Data aug- mentation for hyperspectral image classification with deep CNN.IEEE Geoscience and Remote Sensing Letters, 16(4): 593–597

Reference 29

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Observation 3370a1d0-5124-4c08-86b6-85cef5f74008 · outbound

This paper cites Spectral–spatial classification of hyperspectral imagery with 3d convolutional neural network.Remote Sensing, 9(1):67.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Spectral–spatial classification of hyperspectral imagery with 3d convolutional neural network.Remote Sensing, 9(1):67

Reference 30

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Source-reported events for the cited work

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Observation 890e9d56-977c-4555-979d-0f957951b1fa · outbound

This paper cites A spectral– spatial fusion transformer network for hyperspectral image classification.IEEE Transactions on Geoscience and Remote Sensing, 61:1–16.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification A spectral– spatial fusion transformer network for hyperspectral image classification.IEEE Transactions on Geoscience and Remote Sensing, 61:1–16

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:6f82f3bf151d3396985dab83b1a4458e956725ff9abf8d7ef40b15d4af643997

Observation 81730c8b-48c2-45f7-a8ae-a27fa31d526a · outbound

This paper cites Deeply-supervised pseudo learning with small class- imbalanced samples for hyperspectral image classification.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Deeply-supervised pseudo learning with small class- imbalanced samples for hyperspectral image classification

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.391658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:d5be4317a4114fc49028ffb79ae823742764bb7fc172e7dcd9e92b15fc472dcc

Observation eeafea44-a85a-438d-ba7f-6e5f4b9b3cb2 · outbound

This paper cites Hyperspectral Data Augmentation.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral Data Augmentation

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-07-04T23:28:07.902748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:785a7b6a72660a6e419b4b63e87ddd389736165efe6093ef55093347a96de923

Observation 8b0d61ce-16df-4aca-aa93-37f6c60ec217 · outbound

This paper cites Genformer–generated im- ages are all you need to improve robustness of transformers on small datasets.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Genformer–generated im- ages are all you need to improve robustness of transformers on small datasets

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.378011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:4bb75a511bd73727f1282dcf7f43b802f16f39cf0ff8a8f8c5385714c0ed061d

Observation f3c4ee80-56aa-4e0c-a773-02860bf8a3a8 · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-20T17:43:49.380972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:e6db1584373b11cfc35ced6ca34fd4ddde8f76f4a8ee8ddcfd7bd1d9918be103

Observation 9ec392b8-1ff3-4762-a4c8-39212a881f19 · outbound

This paper cites Haut, Javier Plaza, and Antonio Plaza.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Haut, Javier Plaza, and Antonio Plaza

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.383312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:782148a535b16f3c194e643d3dd13a18fbb6fc3f5212d8ab72158c8c22aef9af

Observation 0c1e6564-9884-4741-ada1-5b0aa99e919c · outbound

This paper cites Paoletti, Juan M.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Paoletti, Juan M

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.369137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:ef1a3d1ec1d3f7e33b08453925ac0de2cfb9e4e1387c9485e8c5985ea736d57a

Observation db997265-d8b0-453d-8d3e-e4559f61eb69 · outbound

This paper cites One-dimensional convolutional neural networks for hyperspectral analysis of nitrogen in plant leaves.Applied Sciences, 11(24):11853.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification One-dimensional convolutional neural networks for hyperspectral analysis of nitrogen in plant leaves.Applied Sciences, 11(24):11853

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.424553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:6f4227730e2062196faa28afc96190555b78630c1689c6c566834bafcae2a9ef

Observation 4bb120e3-3506-4a6a-8b69-26958bf6cc39 · outbound

This paper cites Hyperspectral band se- lection using attention-based convolutional neural networks.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral band se- lection using attention-based convolutional neural networks

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.444982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:88c8f0c1f969184bd833123867977c3e0eba1d30a601fc64bf1852290a9b5307

Observation 0ffa16ba-44ef-403a-9ee4-0c44109566ea · outbound

This paper cites Hybridsn: Exploring 3-d–2-d cnn feature hierarchy for hyperspectral image classification.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hybridsn: Exploring 3-d–2-d cnn feature hierarchy for hyperspectral image classification

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.364443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:17b06dc6e96ac482a6e4dbb6af72b8bb2aa9d5f9d4a3b8a46436a4a63539f4ff

Observation 2aaf0f66-8ef9-4fff-8165-d9dde523cabb · outbound

This paper cites Rumelhart, Geoffrey E.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Rumelhart, Geoffrey E

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.366732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:f9e9726b642a6e7e9e1c60ec99ce833548c911e7418379ef72ff806975a92a0a

Observation 89751e6c-9e2a-4145-93d4-b6150d382c45 · outbound

This paper cites Deep learning meets hyperspectral image anal- ysis: A multidisciplinary review.Journal of Imaging, 7(6): 109.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Deep learning meets hyperspectral image anal- ysis: A multidisciplinary review.Journal of Imaging, 7(6): 109

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.372513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:a4884465a99456dcb336c5b9ae2bc4e2ea892ec741ed5fa280c8c46551c44be8

Observation 285318fa-3247-473e-8dee-ef04f3b6d452 · outbound

This paper cites Massformer: Memory-augmented spectral- spatial transformer for hyperspectral image classification.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Massformer: Memory-augmented spectral- spatial transformer for hyperspectral image classification

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.375219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:a2cd1266a148ef9724014f3f87a7c890fb46e3104f73b7733c7087dc5cc03f69

Observation 625de8d2-d369-44c3-8896-fae143d7b8c4 · outbound

This paper cites Visualizing data using t-sne.Journal of Machine Learning Research, 9 (86):2579–2605.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Visualizing data using t-sne.Journal of Machine Learning Research, 9 (86):2579–2605

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.388494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:c1a61e6c4c20649356babbf6f8419a44981b7e76205afd69be98d23fc3c3bc2b

Observation 996bdca4-2b98-46a6-86ec-74cc1a93c00e · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-20T17:43:49.440213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:fb08c982019173a7ad66b1b923657b77047450df9b5d8638c9dfa56a4a751a63

Observation 0ba2f886-544c-420e-b1ce-1e99ba4ac81e · outbound

This paper cites Self-supervised pretraining for hyperspectral classification of fruit ripeness.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Self-supervised pretraining for hyperspectral classification of fruit ripeness

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.349924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:1bbc0fb90d605fbc73dd745b7cc05aa277618466b3e4910284bc98dace910cf7

Observation c2a916af-f552-4de2-833c-083535c81162 · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-20T17:43:49.352819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:26fe3721d9579965a0061eee99e0fb923a2ad6e65fb30a0244e426faba45a2c3

Observation 48cbee1c-0144-4b7f-b92e-672ad8d90600 · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-20T17:43:49.355695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:4b03b384d9f3681044bbe7e5a269bdfa3540c0594316d82d493d3a56d34fd53a

Observation 853d567e-47d5-450d-be47-01d316bc9cae · outbound

This paper cites an unresolved cited work.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-20T17:43:49.385725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:eec67350b09784571be7d1cd22a9ae64871889c928ffc82e525f0a55109acafb

Observation b18f8396-ef13-4251-9b58-f06e1b6ca714 · outbound

This paper cites Spectral data classification by one- dimensional convolutional neural networks.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Spectral data classification by one- dimensional convolutional neural networks

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.344071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:c08b021035774b8a6def0995ba1476ed54fdfdc9537e6b51eb98e4d4e1ea2e39

Observation d50b4166-411f-4799-b039-bd54571c625d · outbound

This paper cites Hyperspectral image classification us- ing mixed convolutions and covariance pooling.IEEE Trans- actions on Geoscience and Remote Sensing, 59(1):522–534.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral image classification us- ing mixed convolutions and covariance pooling.IEEE Trans- actions on Geoscience and Remote Sensing, 59(1):522–534

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.347207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:ec1da4707b197dceae55093f83b03746c6a15239ccaf9eee038404e5cb6250a1

Observation e67621ac-d54c-4513-829b-13ae2538ebbb · outbound

This paper cites Hyperspectral image classification with imbalanced data based on a new data augmentation method.Applied Sciences, 12(8):3943.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification Hyperspectral image classification with imbalanced data based on a new data augmentation method.Applied Sciences, 12(8):3943

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.358780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:6300e6e020915b54c0cbb4218792b196a75e27f135e212c849cd1ec8c3e76a62

Observation e4897504-d70a-4125-9ed9-e2132fc4fbd4 · outbound

This paper cites An enhanced spectral fusion 3d cnn model for hyperspectral image classification.Remote Sensing, 14 (21):5334.

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification An enhanced spectral fusion 3d cnn model for hyperspectral image classification.Remote Sensing, 14 (21):5334

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T17:43:49.361361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T09:15:55.184521Z digest=sha256:44ad46311c9a7879b641f4c3c95390b910beaae9ad70c396ee73caa3a45288d3

Pith citing papers

No inbound Pith citation observations are available.