Paper Citation Record · LEDGER

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction

As of 5 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2508.09179.

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

pith.paper-citation-record.v1
2508.09179 v3

Coverage vector

measured 48 of 48 reference resolution

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One-hop event checks from named stored sources.

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Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T06:59:57.980696Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-22T07:01:11.658387Z

Reference resolution

48 of 48 outbound references displayed

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External citation measurements

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Outbound references

Observation e900bcb9-9ee8-47e9-b38f-33e976391e06 · outbound

This paper cites Magnetic resonance imaging (mri) studies of knee joint under mechanical loading.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Magnetic resonance imaging (mri) studies of knee joint under mechanical loading

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.889771Z

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Observation 11bf3d88-81a0-47ff-a3c3-974cbf4faee5 · outbound

This paper cites Motion artifact reduction techniques in mri: A review.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Motion artifact reduction techniques in mri: A review

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:58.003038Z

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Observation 721268c3-1df0-46c0-bc40-8af424bcf604 · outbound

This paper cites Learning a variational network for reconstruction of accelerated mri data.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Learning a variational network for reconstruction of accelerated mri data

Reference 3

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Observation 172ccac4-d4c9-462d-b6b3-92923a712ce6 · outbound

This paper cites Deep-learning methods for parallel magnetic resonance imaging reconstruction: A survey of the current approaches, trends, and issues.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Deep-learning methods for parallel magnetic resonance imaging reconstruction: A survey of the current approaches, trends, and issues

Reference 4

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Observation 88b3ff58-0e46-4561-88d5-2e807ecd7095 · outbound

This paper cites Compressed sensing mri: a review from signal processing perspective.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Compressed sensing mri: a review from signal processing perspective

Reference 5

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Observation 184f594e-af70-4ae7-b26e-f03d651f1d1a · outbound

This paper cites fastMRI: An Open Dataset and Benchmarks for Accelerated MRI.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:06:02.657571Z

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Observation 227b33e2-dc2f-4e54-93c0-684d9e54c3d7 · outbound

This paper cites Sparse mri: The application of compressed sensing for rapid mr imaging.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Sparse mri: The application of compressed sensing for rapid mr imaging

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.999372Z

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Observation db08fb3b-5bf8-4711-8967-2ed933bd3794 · outbound

This paper cites Unet++: A nested u-net architecture for medical image segmentation.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unet++: A nested u-net architecture for medical image segmentation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.953935Z

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Observation 537287bd-9414-4c23-a48a-6fa5d659a31e · outbound

This paper cites A deep cascade of convolutional neural networks for dynamic mr image reconstruction.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction A deep cascade of convolutional neural networks for dynamic mr image reconstruction

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:46:56.149928Z

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Observation 4f5f9e94-9617-459a-ba4c-a3e3c005f968 · outbound

This paper cites Convolutional recurrent neural networks for dynamic mr image reconstruction.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Convolutional recurrent neural networks for dynamic mr image reconstruction

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:46:56.198500Z

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Observation 8133eba0-97ef-49d1-a886-f83e3dd012f3 · outbound

This paper cites Modl: Model-based deep learning architecture for inverse problems.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Modl: Model-based deep learning architecture for inverse problems

Reference 11

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Observation b9c958ca-947f-4b3c-82c5-13a78b871f53 · outbound

This paper cites Image reconstruction with b 0 inhomogeneity using a deep unrolled network on an open-bore mri- linac.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Image reconstruction with b 0 inhomogeneity using a deep unrolled network on an open-bore mri- linac

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.909199Z

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Observation 205db9c4-1146-4f9b-9004-e635f1394711 · outbound

This paper cites Attention is all you need.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Attention is all you need

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.905901Z

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Observation 09d335fd-0208-460f-9909-e23cfc389fff · outbound

This paper cites Available: https://proceedings.neurips.cc/paper files/ paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf I.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Available: https://proceedings.neurips.cc/paper files/ paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf I

Reference 14

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Observation 11d85d30-9701-48ac-8707-99efcb134b6d · outbound

This paper cites Reconformer: Accelerated mri reconstruction using recurrent transformer.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Reconformer: Accelerated mri reconstruction using recurrent transformer

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.965806Z

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Observation 7d955cb6-2c71-4a9c-8796-d9a3645776f4 · outbound

This paper cites Deep learning based mri reconstruction with transformer.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Deep learning based mri reconstruction with transformer

Reference 16

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Observation c6eadd41-ce6e-40f0-a3a2-b26a507312c7 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Swin transformer: Hierarchical vision transformer using shifted windows

Reference 17

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Observation 1b64bfd4-0b84-430c-8c49-3691d6e7c1d6 · outbound

This paper cites Efficiently modeling long sequences with structured state spaces.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Efficiently modeling long sequences with structured state spaces

Reference 18

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Observation 6e13a1fa-8ecc-4db3-9f74-8640b2a7f406 · outbound

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

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 19

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Observation a4e6feeb-3414-4e35-980e-5ddf414401a5 · outbound

This paper cites Mambair: A simple baseline for image restoration with state-space model.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Mambair: A simple baseline for image restoration with state-space model

Reference 20

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Observation cea68d36-0929-419f-bf8a-4db91f6b1d75 · outbound

This paper cites Vmamba: Visual state space model.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Vmamba: Visual state space model

Reference 21

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Observation 8d1e54ee-ba2c-4e83-86cf-564de2e27a3c · outbound

This paper cites Mamba in Vision: A Comprehensive Survey of Techniques and Applications.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Mamba in Vision: A Comprehensive Survey of Techniques and Applications

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:46:56.163131Z

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Observation 3b76c260-44bf-441c-8b02-86cd0f21ba6b · outbound

This paper cites Unveiling the Magmatic Architecture Beneath Oceanus Procellarum: Insights from GRAIL Mission Data.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unveiling the Magmatic Architecture Beneath Oceanus Procellarum: Insights from GRAIL Mission Data

Reference 23

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Observation 42ef1753-8186-43c2-ad46-f39228523a23 · outbound

This paper cites Tinyvim: Frequency decoupling for tiny hybrid vision mamba.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Tinyvim: Frequency decoupling for tiny hybrid vision mamba

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:46:56.192789Z

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Observation 758c2b27-2911-4ed0-b761-824380b36ab3 · outbound

This paper cites Ista-net: Interpretable optimization-inspired deep network for image compressive sensing.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Ista-net: Interpretable optimization-inspired deep network for image compressive sensing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.937297Z

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Observation 5d1df1ee-4c49-41a3-9ab9-45c2f8e9a214 · outbound

This paper cites Kiki- net: Cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Kiki- net: Cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images

Reference 26

Resolution: verified exact; doi, observed 2026-05-19T00:46:55.956284Z

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Observation 9182126d-1483-4751-b9a5-78eea0035941 · outbound

This paper cites Dudornet: Learning a dual-domain recurrent network for fast mri reconstruction with deep t1 prior.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Dudornet: Learning a dual-domain recurrent network for fast mri reconstruction with deep t1 prior

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.930714Z

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Observation 448b52f2-5b7b-4f3f-b919-53c31d155480 · outbound

This paper cites Unsupervised mri reconstruction via zero-shot learned adversarial transformers.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unsupervised mri reconstruction via zero-shot learned adversarial transformers

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.927677Z

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Observation d91215b9-1fdc-449d-af02-8c463bc94d04 · outbound

This paper cites Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Reference-based Magnetic Resonance Image Reconstruction Using Texture Transformer

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:46:56.142760Z

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Observation ccbacdb6-94c4-4982-a173-7e9cbc39bc92 · outbound

This paper cites Dual-domain accelerated mri reconstruction using transformers with learning-based undersampling.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Dual-domain accelerated mri reconstruction using transformers with learning-based undersampling

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.918380Z

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Observation 781facdb-ceac-426e-964e-637ffd47151e · outbound

This paper cites Swin transformer for fast mri.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Swin transformer for fast mri

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.912055Z

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Observation 553c0eca-175f-4ed8-b1fc-415ffcb01fd8 · outbound

This paper cites A Survey on Visual Mamba.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction A Survey on Visual Mamba

Reference 32

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Observation 696b959e-fbf9-4474-af8c-8864e2a90b30 · outbound

This paper cites Enhancing global sensitiv- ity and uncertainty quantification in medical image reconstruction with monte carlo arbitrary-masked mamba.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Enhancing global sensitiv- ity and uncertainty quantification in medical image reconstruction with monte carlo arbitrary-masked mamba

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.940652Z

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Observation 3956d84c-ec6d-4f11-a730-a165c78b455b · outbound

This paper cites Lmo: Linear mamba operator for mri reconstruction.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Lmo: Linear mamba operator for mri reconstruction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.915172Z

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Observation 9cde8e03-ba24-47df-b2f9-0d7c11acc353 · outbound

This paper cites The laplacian pyramid as a compact image code.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction The laplacian pyramid as a compact image code

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.902933Z

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Observation 7478afd0-75d0-40c2-a3cd-0b9c84109919 · outbound

This paper cites Boosting vit-based mri reconstruction from the perspectives of frequency modulation, spatial purification, and scale diversification.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Boosting vit-based mri reconstruction from the perspectives of frequency modulation, spatial purification, and scale diversification

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.924603Z

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Observation 70995513-b9cd-487d-afd8-59db213af159 · outbound

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HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unresolved cited work

Reference 37

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Observation 579b2653-91d7-4dce-be94-edd667260801 · outbound

This paper cites Simultaneous truth and performance level estimation (staple): an algorithm for the validation of image segmentation.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Simultaneous truth and performance level estimation (staple): an algorithm for the validation of image segmentation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.933843Z

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Observation 9be7b4f7-9acc-4f81-9e64-914aec3fe769 · outbound

This paper cites The scope of psnr in image and video quality assessment.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction The scope of psnr in image and video quality assessment

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.893368Z

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Observation de6131d4-ee2b-408c-b93a-a15d74aa5b92 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Image quality assessment: from error visibility to structural similarity

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.886046Z

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Observation ee2aec39-6047-4b36-84c9-a7f4cd44cac6 · outbound

This paper cites Loss Functions for Neural Networks for Image Processing.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Loss Functions for Neural Networks for Image Processing

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-19T00:46:56.175105Z

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Observation 919639df-d17c-4262-ad03-3d271130a219 · outbound

This paper cites As shown in Figure 4, we compare two architectural variants.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction As shown in Figure 4, we compare two architectural variants

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.882285Z

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Observation fa9988b5-cf7a-498b-9909-bd6b8f09a34d · outbound

This paper cites As shown in Figure 5, we compare three designs that vary in the placement and scope of the 1D gating operations.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction As shown in Figure 5, we compare three designs that vary in the placement and scope of the 1D gating operations

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.994917Z

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HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unresolved cited work

Reference 44

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Observation d7c42df0-9425-4173-bc9a-8b7c8aeba4db · outbound

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HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-19T00:46:57.987725Z

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Observation 75dc8a80-e51e-426d-a45b-dddeef62107e · outbound

This paper cites The mask remains fixed across the dataset and corresponds to a predefined acceleration factor.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction The mask remains fixed across the dataset and corresponds to a predefined acceleration factor

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.983913Z

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 55d25b50-8de5-4bdb-8022-21446fde6e84 · outbound

This paper cites an unresolved cited work.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-19T00:46:57.979157Z

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 75c0a649-5407-47ff-a6e1-b16a50715da1 · outbound

This paper cites This preprocessing pipeline simulates aliasing artifacts in a controlled and reproducible manner, enabling supervised learning for MRI reconstruction tasks.

HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction This preprocessing pipeline simulates aliasing artifacts in a controlled and reproducible manner, enabling supervised learning for MRI reconstruction tasks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:46:57.974527Z

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.

Pith citing papers

Observation 1fadd306-3c89-4487-b387-c90c59a32cbf · inbound

CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators cites this paper.

CHASM: Cross-frequency Harmonized Axis-Separable Mixing for Spectral Token Operators HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-05-15T04:39:44.400661Z

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 017a65a3-c191-473a-9df4-19428b15b4ed · inbound

SO-Mamba: State-Ownership Mamba for Unrolled MRI Reconstruction cites this paper.

SO-Mamba: State-Ownership Mamba for Unrolled MRI Reconstruction HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-22T07:01:11.661216Z

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.