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Paper Citation Record · LEDGER

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification

As of 13 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2411.18115.

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pith.paper-citation-record.v1
2411.18115 v2

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measured 55 of 55 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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55 of 55 outbound references displayed

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Outbound references

Observation ba9fc02e-d1b4-4b70-90e1-de6962823f89 · outbound

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

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral remote sensing data analysis and future challenges,

Reference 1

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Observation 18673b79-cbde-4dbb-b1d1-f706b6328fb7 · outbound

This paper cites Graph-infused hybrid vision transformer: Advancing geoai for enhanced land cover classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Graph-infused hybrid vision transformer: Advancing geoai for enhanced land cover classification,

Reference 2

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Observation 1ebb6568-8a4e-4c37-b851-bfbcf9f5fc4a · outbound

This paper cites High-resolution hyperspectral imaging using low-cost components: Application within environmental monitoring scenarios,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification High-resolution hyperspectral imaging using low-cost components: Application within environmental monitoring scenarios,

Reference 3

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Observation 09e561fa-19df-476b-bc04-2505c232369a · outbound

This paper cites Prediction of microbial spoilage and shelf-life of bakery products through hyperspectral imaging,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Prediction of microbial spoilage and shelf-life of bakery products through hyperspectral imaging,

Reference 4

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Observation bd5312c5-269b-49fc-8476-9220d449d6d0 · outbound

This paper cites Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants,

Reference 5

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Observation d99d98b4-426b-4258-b3f2-c4d053d25c85 · outbound

This paper cites Hyperspectral imaging for minced meat classification using nonlinear deep features,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral imaging for minced meat classification using nonlinear deep features,

Reference 6

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Observation 2bc45ce6-7ed3-4112-8ef4-5ad584bfb4d5 · outbound

This paper cites A fast and compact hybrid cnn for hyperspectral imaging-based bloodstain classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A fast and compact hybrid cnn for hyperspectral imaging-based bloodstain classification,

Reference 7

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Observation 8462ea64-e485-43f8-9153-1a98e771b7e9 · outbound

This paper cites Hyperspectral imaging for bloodstain identification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral imaging for bloodstain identification,

Reference 8

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Observation 8bf47956-4acd-4ab0-af9a-45d0943cd1a7 · outbound

This paper cites Intelligent tumor tissue classification for hybrid health care units,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Intelligent tumor tissue classification for hybrid health care units,

Reference 9

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Observation b2c80ed3-13d2-4597-b544-8a2f33fb9dde · outbound

This paper cites A review on hyperspectral imagery application for lithological mapping and mineral prospecting: Machine learning techniques and future prospects,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A review on hyperspectral imagery application for lithological mapping and mineral prospecting: Machine learning techniques and future prospects,

Reference 10

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Observation 91dd6b77-04d3-413a-b947-465408e116fd · outbound

This paper cites Deep learning techniques for hyperspectral image analysis in agriculture: A review,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Deep learning techniques for hyperspectral image analysis in agriculture: A review,

Reference 11

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Observation 060a138c-6956-49fa-a1f9-cb387609554a · outbound

This paper cites Pyramid hierarchical spatial-spectral transformer for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Pyramid hierarchical spatial-spectral transformer for hyperspectral image classification,

Reference 12

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Observation 1690f694-f134-4c71-ac4b-95dab6be7218 · outbound

This paper cites Hyperspectral image classification using groupwise separable convolutional vision transformer network,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral image classification using groupwise separable convolutional vision transformer network,

Reference 13

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Observation a41069c0-bd51-41a5-b67b-a070fdde6c21 · outbound

This paper cites Multi-head spatial-spectral mamba for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Multi-head spatial-spectral mamba for hyperspectral image classification,

Reference 14

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Observation ce802fce-0ecb-4284-a8fe-2b7a5dbf2687 · outbound

This paper cites Bridging cnn and transformer with cross-attention fusion network for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Bridging cnn and transformer with cross-attention fusion network for hyperspectral image classification,

Reference 15

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Observation 6cca7edf-f7d0-4c66-aa76-3cccd729c4ca · outbound

This paper cites Differ- ential attention with enhanced squeeze-and-excitation for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Differ- ential attention with enhanced squeeze-and-excitation for hyperspectral image classification,

Reference 16

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Observation 6db84b00-86a3-431b-bbbd-e07d5ec19881 · outbound

This paper cites Graphgst: Graph generative structure-aware transformer for hyperspec- tral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Graphgst: Graph generative structure-aware transformer for hyperspec- tral image classification,

Reference 17

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Observation 71e333b1-8b28-4e53-9fad-7efefbbf8949 · outbound

This paper cites Scformer: Spectral coordinate transformer for cross-domain few-shot hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Scformer: Spectral coordinate transformer for cross-domain few-shot hyperspectral image classification,

Reference 18

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Observation 9a634eeb-9908-448c-bbe5-e33b13508e76 · outbound

This paper cites Spectralformer: Rethinking hyperspectral image classification with transformers,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Spectralformer: Rethinking hyperspectral image classification with transformers,

Reference 19

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Observation 5658727c-6104-4a24-9cbb-75c6da10fcd6 · outbound

This paper cites Tccu-net: Transformer and cnn collaborative unmixing network for hyperspectral image,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Tccu-net: Transformer and cnn collaborative unmixing network for hyperspectral image,

Reference 20

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Observation bb1ab647-a782-4537-a3fb-1ad4c5493ee6 · outbound

This paper cites A dual-branch multiscale transformer network for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A dual-branch multiscale transformer network for hyperspectral image classification,

Reference 22

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Observation c0dfd199-5f35-4d8e-aba2-2a5c2f8e6458 · outbound

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

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Sparse self- attention transformer for image inpainting,

Reference 23

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Observation 230b1fcd-df75-4668-8f48-5e8a28c2bc60 · outbound

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

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Image fusion for the novelty rotating synthetic aperture system based on vision transformer,

Reference 24

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Observation 92f2ebe1-4aa5-4179-b42e-3a21ccc6cf97 · outbound

This paper cites Spatial–spectral transformer with cross-attention for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Spatial–spectral transformer with cross-attention for hyperspectral image classification,

Reference 25

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Observation 405d9973-76ec-47d9-bfea-3689144f130d · outbound

This paper cites A survey: Deep learning for hyperspectral image classification with few labeled samples,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A survey: Deep learning for hyperspectral image classification with few labeled samples,

Reference 26

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Observation fb77025a-4a8c-4da5-9715-ca939089f79b · outbound

This paper cites A survey of deep active learning,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A survey of deep active learning,

Reference 27

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Observation c52f8f57-b0bd-4e3b-9547-c02b80a0bf38 · outbound

This paper cites Spatial- prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Spatial- prior generalized fuzziness extreme learning machine autoencoder-based active learning for hyperspectral image classification,

Reference 28

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Observation 50fdaaa8-8efe-4775-8ca2-06bbde148657 · outbound

This paper cites Dbral: A novel uncertainty-based active learning based on deep-broad learning for medical image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Dbral: A novel uncertainty-based active learning based on deep-broad learning for medical image classification,

Reference 29

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Observation 2717b2cf-a043-41ba-8f82-133628f7a84e · outbound

This paper cites Active learning for hyperspectral image classification: A comparative review,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active learning for hyperspectral image classification: A comparative review,

Reference 30

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Observation 5dd4fad7-0555-495a-aed2-eb806955fce7 · outbound

This paper cites Hyperspectral image classification with fuzzy spatial-spectral class discriminate infor- mation,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral image classification with fuzzy spatial-spectral class discriminate infor- mation,

Reference 31

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Observation f92bbe5f-d432-4610-9c21-0fec6dfbba83 · outbound

This paper cites An end-to-end active learning framework for limited labelled hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification An end-to-end active learning framework for limited labelled hyperspectral image classification,

Reference 32

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Observation 8923e7e8-cea3-477a-b703-52c3f05788d7 · outbound

This paper cites Few-shot hyperspectral image classi- fication with unknown classes using multitask deep learning,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Few-shot hyperspectral image classi- fication with unknown classes using multitask deep learning,

Reference 33

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Observation 3d3dff58-81f5-416a-86a1-9ed00e0ee8e5 · outbound

This paper cites Class-wise graph embedding- based active learning for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Class-wise graph embedding- based active learning for hyperspectral image classification,

Reference 34

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Source-reported events for the cited work

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Observation c16a8818-63d2-4afc-a97d-2687a1a0fc0d · outbound

This paper cites Hyperspectral image classification with multi-attention transformer and adaptive superpixel segmentation-based active learning,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral image classification with multi-attention transformer and adaptive superpixel segmentation-based active learning,

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7925a07f-3fa5-4eef-a336-0e598aa8485a · outbound

This paper cites Active learning with co-auxiliary learning and multi-level diversity for image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active learning with co-auxiliary learning and multi-level diversity for image classification,

Reference 36

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5bde0494-392d-4d99-8a00-02b9d07434ea · outbound

This paper cites Adversarial domain alignment with contrastive learning for hyperspectral image classifica- tion,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Adversarial domain alignment with contrastive learning for hyperspectral image classifica- tion,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.999084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 5d46f45b-4eff-47dc-995e-c61043fcd8d4 · outbound

This paper cites Deep learning segmentation of seismic facies based on proximity constraint strategy: Innovative application of uma-net model,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Deep learning segmentation of seismic facies based on proximity constraint strategy: Innovative application of uma-net model,

Reference 38

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ddc88fdb-2737-4567-823f-8d67cd1bac87 · outbound

This paper cites Unsupervised blind spectral–spatial cross-super-resolution network for hsi and msi fusion,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Unsupervised blind spectral–spatial cross-super-resolution network for hsi and msi fusion,

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 26f97369-6f14-476b-80b2-ca6ee7011f3b · outbound

This paper cites A spectral–spatial fusion transformer network for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A spectral–spatial fusion transformer network for hyperspectral image classification,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.952289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a6de0da2-bf2c-4422-92ca-51ec8b8bf53f · outbound

This paper cites Els2t: Efficient lightweight spectral–spatial transformer for hyperspectral image classifi- cation,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Els2t: Efficient lightweight spectral–spatial transformer for hyperspectral image classifi- cation,

Reference 41

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e8d9e848-5a99-47ae-82e3-9cc57481e45a · outbound

This paper cites A multi-range spectral-spatial transformer for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A multi-range spectral-spatial transformer for hyperspectral image classification,

Reference 42

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d442ed3c-28d1-4a5f-8cab-3c17bd15435b · outbound

This paper cites Waveformer: Spec- tral–spatial wavelet transformer for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Waveformer: Spec- tral–spatial wavelet transformer for hyperspectral image classification,

Reference 43

Resolution
unresolved
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Source-reported events for the cited work

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Observation 757937a6-d902-422e-bebf-c1f73797c07c · outbound

This paper cites Active learning-driven siamese network for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active learning-driven siamese network for hyperspectral image classification,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.897241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 75711c50-45f8-4413-9bf7-38d516a0c229 · outbound

This paper cites Active transfer learning network: A unified deep joint spectral–spatial feature learning model for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active transfer learning network: A unified deep joint spectral–spatial feature learning model for hyperspectral image classification,

Reference 45

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 600d68e2-f3bd-441a-863c-ba5b84b08904 · outbound

This paper cites Active-learning- incorporated deep transfer learning for hyperspectral image classifica- tion,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active-learning- incorporated deep transfer learning for hyperspectral image classifica- tion,

Reference 46

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 4bf3f826-9aa9-41a3-83a3-eb5211937e1f · outbound

This paper cites A disjoint samples-based 3d-cnn with active transfer learning for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification A disjoint samples-based 3d-cnn with active transfer learning for hyperspectral image classification,

Reference 47

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2aa7d645-e6c3-442d-8f10-8ae9b24923ad · outbound

This paper cites Active learning for visual image classification method based on transfer learning,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Active learning for visual image classification method based on transfer learning,

Reference 48

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f5a3a62b-34e6-47d8-88f8-d5b704841462 · outbound

This paper cites Hyperspectral image classification with convolutional neural network and active learning,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hyperspectral image classification with convolutional neural network and active learning,

Reference 49

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation f45da7a7-4424-4f5b-a6d8-2f3ea439b70b · outbound

This paper cites Heterogeneous transfer learning for hyperspectral image classification based on convolutional neural net- work,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Heterogeneous transfer learning for hyperspectral image classification based on convolutional neural net- work,

Reference 50

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 15ca699a-2bbc-4f74-9e7e-26fa25f46c0a · outbound

This paper cites Attention graph convolutional network for disjoint hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Attention graph convolutional network for disjoint hyperspectral image classification,

Reference 51

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation bbf0b4fd-481b-40e0-9c06-7a0022fcecb3 · outbound

This paper cites Hybrid multi- scale spatial–spectral transformer for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Hybrid multi- scale spatial–spectral transformer for hyperspectral image classification,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.774332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7ec18440-2217-4081-89a6-780daf732762 · outbound

This paper cites Centerformer: A center spatial–spectral attention transformer network for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Centerformer: A center spatial–spectral attention transformer network for hyperspectral image classification,

Reference 53

Resolution
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raw_fallback, observed 2026-08-12T11:33:56.755000Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 05eada90-f0c7-4d32-8225-2a35a17edb85 · outbound

This paper cites S2mamba: A spa- tial–spectral state space model for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification S2mamba: A spa- tial–spectral state space model for hyperspectral image classification,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.736631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 38071a21-9ec8-4808-bed7-5a16caa24f96 · outbound

This paper cites Wavemamba: Spatial-spectral wavelet mamba for hyperspectral image classification,.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Wavemamba: Spatial-spectral wavelet mamba for hyperspectral image classification,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.720753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 41d581ff-bcf4-4c62-9dfa-76bd14381f1e · outbound

This paper cites Available: https://www.mdpi.com/2072-4292/15/3/752.

Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification Available: https://www.mdpi.com/2072-4292/15/3/752

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T11:33:56.880757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Pith citing papers

No inbound Pith citation observations are available.