Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection | Paper Citation Record

Observation d9dfd814-d07a-41d1-a7fd-a6ff09cce916 · outbound

This paper cites Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.854830Z

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This paper cites Hyperspectral tar- get detection with target prior augmentation and background suppression- based multidetector fusion.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral tar- get detection with target prior augmentation and background suppression- based multidetector fusion

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.821488Z

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Observation b30eaee9-812d-4f86-ae56-f3d2977271d4 · outbound

This paper cites Guided real image dehazing using ycbcr color space.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Guided real image dehazing using ycbcr color space

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.830552Z

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Observation cbd8a1b4-3d81-465a-b3eb-1c14b0cf4822 · outbound

This paper cites Advances in hyperspectral image and signal processing: A comprehensive overview of the state of the art.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Advances in hyperspectral image and signal processing: A comprehensive overview of the state of the art

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.803492Z

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Observation 06b3cb8b-c228-4d18-8cf4-75462f9deacc · outbound

This paper cites Meta-learning based hyperspectral target detection using siamese network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Meta-learning based hyperspectral target detection using siamese network

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T19:45:45.811035Z

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Observation c88615c2-4ea5-4d88-8cce-774c9281227d · outbound

This paper cites Deep spatial–spectral joint-sparse prior encoding network for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Deep spatial–spectral joint-sparse prior encoding network for hyperspectral target detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.795076Z

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Observation 277be7b1-94d1-4084-8676-5aadd7046208 · outbound

This paper cites Data- augmented matched subspace detector for hyperspectral subpixel target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Data- augmented matched subspace detector for hyperspectral subpixel target detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.799237Z

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Observation 36200fa0-7070-42f8-9c8d-4a75876b5f65 · outbound

This paper cites Hyperspectral remote sensing image subpixel target detection based on supervised metric learning.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral remote sensing image subpixel target detection based on supervised metric learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.807476Z

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Observation 0be19693-4eb5-4b3b-9ab8-ea898d7c799c · outbound

This paper cites Target detection with spatial- spectral adaptive sample generation and deep metric learning for hyper- spectral imagery.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Target detection with spatial- spectral adaptive sample generation and deep metric learning for hyper- spectral imagery

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.811765Z

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Observation 21060346-514d-4061-ae70-a3dba9332428 · outbound

This paper cites Hyperspectral target detection based on interpretable representation network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral target detection based on interpretable representation network

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.783058Z

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Observation e887a1ae-f459-48b1-b37c-9f5b506dbb33 · outbound

This paper cites Exploring an application-oriented land-based hyperspectral target detection framework based on 3d–2d cnn and transfer learning.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Exploring an application-oriented land-based hyperspectral target detection framework based on 3d–2d cnn and transfer learning

Reference 11

Resolution: verified exact; doi, observed 2026-05-10T19:45:45.808032Z

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Observation 942a3847-16f5-4ad0-a750-ce789730805e · outbound

This paper cites Triplet spectralwise transformer network for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Triplet spectralwise transformer network for hyperspectral target detection

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.787246Z

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Observation 1a0b61bb-9855-4c48-a65d-37d15ef3c1a6 · outbound

This paper cites Spectral discrepancy and cross-modal semantic consistency learning for object detection in hyperspectral images.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Spectral discrepancy and cross-modal semantic consistency learning for object detection in hyperspectral images

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.791246Z

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Observation c2c52edb-9187-422e-b7be-677b9c2ca4b7 · outbound

This paper cites Htd-ts3: Weakly supervised hyperspec- tral target detection based on transformer via spectral–spatial similarity.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Htd-ts3: Weakly supervised hyperspec- tral target detection based on transformer via spectral–spatial similarity

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.816376Z

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Observation d11fe048-2325-400b-a019-79c663853b67 · outbound

This paper cites Semantic modeling of hyperspectral target detection with weak labels.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Semantic modeling of hyperspectral target detection with weak labels

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.859441Z

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Observation 54f56710-51d1-4527-95b9-788c5532aaab · outbound

This paper cites Transfer learning of spatial features from high-resolution rgb images for large-scale and robust hyperspectral remote sensing target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Transfer learning of spatial features from high-resolution rgb images for large-scale and robust hyperspectral remote sensing target detection

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.919051Z

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Observation 34b3d71f-5a13-4352-88d6-7e5b504a4083 · outbound

This paper cites Proxy-enhanced prototype memory network for weakly supervised hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Proxy-enhanced prototype memory network for weakly supervised hyperspectral target detection

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.741890Z

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Observation b596859c-5f88-4911-8997-9708559fbf02 · outbound

This paper cites Spatial–frequency domain transformation for infrared small target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Spatial–frequency domain transformation for infrared small target detection

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.749970Z

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Observation f0f96852-a3e5-4942-bdc0-7d82c5611db3 · outbound

This paper cites Hyperspectral time-series target detection based on spectral perception and spatial–temporal tensor decomposition.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral time-series target detection based on spectral perception and spatial–temporal tensor decomposition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.840581Z

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Observation 0151f4ff-b490-4554-86c1-e317d07e6c97 · outbound

This paper cites Spectrum-driven 10 mixed-frequency network for hyperspectral salient object detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Spectrum-driven 10 mixed-frequency network for hyperspectral salient object detection

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.707880Z

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Observation 61f4ed34-feb5-4f0d-9555-8c95f7805047 · outbound

This paper cites The spectral image processing system (SIPS)—interactive visualization and analysis of imaging spectrometer data.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection The spectral image processing system (SIPS)—interactive visualization and analysis of imaging spectrometer data

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.695292Z

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Observation aaa2e08a-095d-438a-8243-3e8bf57fbe6e · outbound

This paper cites An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection An information-theoretic approach to spectral variability, similarity, and discrimination for hyperspectral image analysis

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.691034Z

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Observation b0f783b8-025b-4a33-9e8f-9555d4aa0adf · outbound

This paper cites The cfar adaptive subspace detector is a scale- invariant glrt.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection The cfar adaptive subspace detector is a scale- invariant glrt

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.699380Z

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Observation 75d8a39b-912b-475e-9f14-8bc53e04699e · outbound

This paper cites Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.703951Z

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Observation abc5d7d2-833a-4068-b5d2-5d79958f8e58 · outbound

This paper cites Orthogonal subspace projection (osp) revisited: A compre- hensive study and analysis.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Orthogonal subspace projection (osp) revisited: A compre- hensive study and analysis

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.716118Z

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Observation 77a94f3b-4dd4-4c5a-ab1a-3682e66efcbb · outbound

This paper cites A comparative study for orthogonal subspace projection and constrained energy minimization.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection A comparative study for orthogonal subspace projection and constrained energy minimization

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.778900Z

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Observation d0e181c1-9790-4f09-8a95-33ec92c59bee · outbound

This paper cites Constrained subpixel target detection for remotely sensed imagery.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Constrained subpixel target detection for remotely sensed imagery

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.923198Z

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Observation cc6afcd0-e467-4b27-bc6d-24198300b3c9 · outbound

This paper cites Hierarchical suppression method for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hierarchical suppression method for hyperspectral target detection

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.897598Z

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Observation 8169f842-166a-46d7-8bb0-9fccca4d6d3f · outbound

This paper cites Ensemble-based cascaded constrained energy minimization for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Ensemble-based cascaded constrained energy minimization for hyperspectral target detection

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.901740Z

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Observation 0df073bd-6d8a-4e7f-955c-999f25daf95a · outbound

This paper cites Kernel matched subspace detectors for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Kernel matched subspace detectors for hyperspectral target detection

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.910534Z

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Observation 30bc7adf-17d3-4ffc-8c49-51de404e4dce · outbound

This paper cites Combined sparse and collaborative representation for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Combined sparse and collaborative representation for hyperspectral target detection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.893826Z

Source-reported events for the cited work

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Observation 64bd38eb-eb16-4edc-9e14-0b557bd391b7 · outbound

This paper cites A hybrid sparsity and distance-based discrimination detector for hyperspectral images.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection A hybrid sparsity and distance-based discrimination detector for hyperspectral images

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.889613Z

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Observation 7047056b-b2d0-4fa9-a3d6-900657ec9517 · outbound

This paper cites Learning tensor low-rank representation for hyperspectral anomaly detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Learning tensor low-rank representation for hyperspectral anomaly detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.905848Z

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Observation a7c1a300-c0c4-443f-a535-0e17096e95f6 · outbound

This paper cites Hyperspectral target detection based on generative self-supervised learning with wavelet transform.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral target detection based on generative self-supervised learning with wavelet transform

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.914877Z

Source-reported events for the cited work

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Observation c6fffa44-5e2b-4be1-ac37-18a262a7db71 · outbound

This paper cites Hyperspectral target detection using diffusion model and convolutional gated linear unit.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral target detection using diffusion model and convolutional gated linear unit

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.927500Z

Source-reported events for the cited work

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Observation 230583f2-d273-40a3-91ba-ff8b8fcba8e6 · outbound

This paper cites A signature- constrained two-stage framework for hyperspectral target detection based on generative self-supervised learning.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection A signature- constrained two-stage framework for hyperspectral target detection based on generative self-supervised learning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.863883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation af4c8797-9f57-49cc-9c73-c812a5318749 · outbound

This paper cites Transferred deep learning for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Transferred deep learning for hyperspectral target detection

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.885171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4262ce48-aa60-4714-b48c-fdd7f71426a0 · outbound

This paper cites HTD-Net: A deep convolutional neural network for target detection in hyperspectral imagery.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection HTD-Net: A deep convolutional neural network for target detection in hyperspectral imagery

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.931937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 007d10a9-8aad-4762-a733-8ab009a6c411 · outbound

This paper cites Hyperspectral target detection based on interpretable representation network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral target detection based on interpretable representation network

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.825958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8ce4208f-29c1-4a39-887e-760b3a00563e · outbound

This paper cites Htd-net: A deep convolutional neural network for target detection in hyperspectral imagery.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Htd-net: A deep convolutional neural network for target detection in hyperspectral imagery

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.849646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e3460cbe-090d-4add-bab8-894b09177c3f · outbound

This paper cites Siamese transformer network for hyperspectral image target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Siamese transformer network for hyperspectral image target detection

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.881339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f086cc2b-76af-4db0-97dd-f84decbdbc8d · outbound

This paper cites Htdformer: Hyperspectral target detection based on transformer with distributed learning.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Htdformer: Hyperspectral target detection based on transformer with distributed learning

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.733186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 72eab3f2-482e-4b56-b7cb-ea8867c94847 · outbound

This paper cites Self-supervised spectral- level contrastive learning for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Self-supervised spectral- level contrastive learning for hyperspectral target detection

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.868147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 550af353-2b4f-4a5d-8c06-7b271d138084 · outbound

This paper cites Deformable convolution- enhanced hierarchical transformer with spectral-spatial cluster attention for hyperspectral image classification.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Deformable convolution- enhanced hierarchical transformer with spectral-spatial cluster attention for hyperspectral image classification

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.872700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4335f79c-a16e-4395-8727-5cd0145d0b92 · outbound

This paper cites Deep- growing neural network with manifold constraints for hyperspectral image classification.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Deep- growing neural network with manifold constraints for hyperspectral image classification

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.944268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 882ffd35-e500-4b28-a5b6-0b6977d72200 · outbound

This paper cites An unsupervised mo- mentum contrastive learning based transformer network for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection An unsupervised mo- mentum contrastive learning based transformer network for hyperspectral target detection

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.877344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c8db97e6-0be0-4ff0-a883-e5781e416d97 · outbound

This paper cites Adaptive temperature- driven ternary contrastive autoencoder framework for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Adaptive temperature- driven ternary contrastive autoencoder framework for hyperspectral target detection

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.844995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b0824fd-2f87-4c77-b283-847825854466 · outbound

This paper cites Sensor-independent hyperspectral target detection with semisupervised domain adaptive few-shot learning.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Sensor-independent hyperspectral target detection with semisupervised domain adaptive few-shot learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.737590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 77a8edc0-57e2-4474-91c0-f1eabae14c9c · outbound

This paper cites Meta-learning based hyperspectral target detection using siamese network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Meta-learning based hyperspectral target detection using siamese network

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.935999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c7c7763d-150b-4ae0-b0d5-122f0c2507fa · outbound

This paper cites Regularized tensor representative coefficient model for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Regularized tensor representative coefficient model for hyperspectral target detection

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.939964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bbd79433-4a82-4458-bc5e-2e74dc29748e · outbound

This paper cites Background learning based on target suppression constraint for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Background learning based on target suppression constraint for hyperspectral target detection

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.952947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2e060a69-5343-4761-842c-eb37e319eacb · outbound

This paper cites Transformer-based cross-domain few-shot learning for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Transformer-based cross-domain few-shot learning for hyperspectral target detection

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.754161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f4d797ca-24fc-481c-bf51-5ba4c7e8d057 · outbound

This paper cites Unbalanced episode meta-learning with bi-sparse contrastive network for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Unbalanced episode meta-learning with bi-sparse contrastive network for hyperspectral target detection

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.758402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ce95e7dd-3008-46d8-af79-e44ef44835eb · outbound

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

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:35:51.696406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ccee5d58-d312-4bf8-9a0d-01a3112921f6 · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Efficiently Modeling Long Sequences with Structured State Spaces

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:41:56.209065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dea26ff7-feec-4ad8-a3b7-59990fa244b4 · outbound

This paper cites Sedgm: A structure-enhanced spatial–spectral dynamic gating mamba for hyperspectral image classification.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Sedgm: A structure-enhanced spatial–spectral dynamic gating mamba for hyperspectral image classification

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.711943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4503ee7f-9e3e-4791-a6b4-d1ffb9c48f59 · outbound

This paper cites 3dss-mamba: 3d-spectral- spatial mamba for hyperspectral image classification.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection 3dss-mamba: 3d-spectral- spatial mamba for hyperspectral image classification

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.720500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8a3486af-24f4-4fa6-952b-be8c2c234e06 · outbound

This paper cites Spectral–spatial feature extraction network with ssm–cnn for hyperspectral–multispectral image collaborative classification.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Spectral–spatial feature extraction network with ssm–cnn for hyperspectral–multispectral image collaborative classification

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.762414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3508b0bc-e6be-48d1-b147-389896ab928c · outbound

This paper cites Meta-learning of neural state-space models using data from similar systems.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Meta-learning of neural state-space models using data from similar systems

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.770748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5a008a37-fed8-40fb-b034-8f0d08531bfb · outbound

This paper cites Cascaded state space and contrastive learning for cross-domain few-shot segmentation.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Cascaded state space and contrastive learning for cross-domain few-shot segmentation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.724827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6caf7748-ba54-41c0-9d5b-fa34395f6d6c · outbound

This paper cites Meta-learning based hyperspectral target detection using siamese network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Meta-learning based hyperspectral target detection using siamese network

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.728926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6c331080-6c06-4ce7-9a34-e729e32ea2d3 · outbound

This paper cites Background learning based on target suppression constraint for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Background learning based on target suppression constraint for hyperspectral target detection

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.835596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b4ebfb25-dbfd-4672-96f0-4e3c6f30aae2 · outbound

This paper cites Hyperspectral target detection based on interpretable representation network.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Hyperspectral target detection based on interpretable representation network

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.745762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 772a3a91-7688-43d7-8ab8-904742bee282 · outbound

This paper cites Selfmtl: Self-supervised meta-transfer learning via contrastive representation for hyperspectral target detection.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Selfmtl: Self-supervised meta-transfer learning via contrastive representation for hyperspectral target detection

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.774912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e350a6dd-35aa-4d03-8052-a493a0da0eb5 · outbound

This paper cites Htd-mamba: Efficient hyperspectral target detection with pyramid state space model.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection Htd-mamba: Efficient hyperspectral target detection with pyramid state space model

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.766337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9ac052a0-c0c3-4cb6-acb6-afead9542dca · outbound

This paper cites These results provide a more complete understanding of the robustness and effectiveness of the proposed framework, and further support the conclusions drawn in the main text.

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection These results provide a more complete understanding of the robustness and effectiveness of the proposed framework, and further support the conclusions drawn in the main text

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T04:17:18.948734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

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