Paper Citation Record · LEDGER

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2508.21657.

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

pith.paper-citation-record.v1
2508.21657 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:11:35.299038Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 40079359-056c-4f81-b8f2-229d787abaef · outbound

This paper cites A practical algorithm for the determination of plane from image and diffraction pictures,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation A practical algorithm for the determination of plane from image and diffraction pictures,

Reference 1

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Source-reported events for the cited work

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Observation f5055d57-605b-4f07-9919-5affde0debf1 · outbound

This paper cites Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:40.200329Z

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Observation da3ecf5d-a6f6-43a1-bb03-d704ccb131b8 · outbound

This paper cites Phase retrieval via wirtinger flow: Theory and algorithms,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Phase retrieval via wirtinger flow: Theory and algorithms,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:40.106249Z

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Observation b497963b-970b-41b8-ab82-f3459e25fc01 · outbound

This paper cites Diffraction model-informed neural network for unsupervised layer-based computer- generated holography,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Diffraction model-informed neural network for unsupervised layer-based computer- generated holography,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:40.010478Z

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Observation f208bc04-81ea-46a2-8213-c54c97248db1 · outbound

This paper cites 4k-dmdnet: diffraction model- driven network for 4k computer-generated holography,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation 4k-dmdnet: diffraction model- driven network for 4k computer-generated holography,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:39.897781Z

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Observation d7800499-b4b6-4616-8b5d-d5689010f213 · outbound

This paper cites Learning fast approximations of sparse coding,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Learning fast approximations of sparse coding,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:39.692711Z

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Observation d5db3cf2-54c1-4802-bc02-3f944a4ac4ab · outbound

This paper cites Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement

Reference 7

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Observation a3845e00-b497-49ea-bd46-6d0f7017c8ca · outbound

This paper cites Fourmer: An efficient global modeling paradigm for image restoration,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Fourmer: An efficient global modeling paradigm for image restoration,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:39.587983Z

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Observation b736c080-8ed0-4403-9814-3c24f364eeca · outbound

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Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:11:39.412046Z

Source-reported events for the cited work

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Observation f036dd02-a7e7-455a-b744-3499055c1804 · outbound

This paper cites Band-limited angular spectrum method for numerical simulation of free-space propagation in far and near fields,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Band-limited angular spectrum method for numerical simulation of free-space propagation in far and near fields,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:39.235962Z

Source-reported events for the cited work

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Observation 5e81ba1a-196c-4660-9c05-169ddf3b89da · outbound

This paper cites Non-uniform sampling and wide range angular spectrum method,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Non-uniform sampling and wide range angular spectrum method,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:39.059900Z

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Observation 1873de1c-0c5d-4e48-95ad-5791d5d7824b · outbound

This paper cites Adaptive-sampling angular spectrum method with full utilization of space-bandwidth product,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Adaptive-sampling angular spectrum method with full utilization of space-bandwidth product,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.923137Z

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Observation cad51afd-386b-4964-a358-5a7d03972377 · outbound

This paper cites Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:11:35.495380Z

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Observation a2625120-1293-4723-bab6-9aabdd6b2717 · outbound

This paper cites Building blocks for a complex-valued trans- former architecture,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Building blocks for a complex-valued trans- former architecture,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.788751Z

Source-reported events for the cited work

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Observation cd74b657-5770-43f3-a436-4f62fbd027d4 · outbound

This paper cites Complex transformer: A framework for modeling complex-valued sequence,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Complex transformer: A framework for modeling complex-valued sequence,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.664639Z

Source-reported events for the cited work

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Observation 6d27b1db-d7c0-4f12-be24-169916a5f371 · outbound

This paper cites Review of fast methods for point- based computer-generated holography,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Review of fast methods for point- based computer-generated holography,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.532951Z

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Observation 048a73fb-a2c3-4ad5-bfeb-3fc919c91199 · outbound

This paper cites Holographic near-eye displays for virtual and augmented reality,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Holographic near-eye displays for virtual and augmented reality,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.401584Z

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Observation 493488a4-42ab-487e-b9c1-b45be2f65030 · outbound

This paper cites Deep learning for hologram generation,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Deep learning for hologram generation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.282581Z

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Observation b257a288-be29-4f78-9fe5-7809840a3c20 · outbound

This paper cites Towards real- time photorealistic 3d holography with deep neural networks,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Towards real- time photorealistic 3d holography with deep neural networks,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:38.066294Z

Source-reported events for the cited work

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Observation 797cbb8e-fa80-4388-b3dd-aa605192e0ad · outbound

This paper cites End-to-end learning of 3d phase- only holograms for holographic display,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation End-to-end learning of 3d phase- only holograms for holographic display,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:37.954560Z

Source-reported events for the cited work

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Observation 763eecc2-6ff7-4bde-a40f-83cc0bd95466 · outbound

This paper cites From picture to 3d hologram: end-to-end learning of real-time 3d photorealistic hologram generation from 2d image input,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation From picture to 3d hologram: end-to-end learning of real-time 3d photorealistic hologram generation from 2d image input,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:37.805182Z

Source-reported events for the cited work

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Observation 5a59da69-f1b4-46f7-a1b6-6607e5dbd2cf · outbound

This paper cites High-speed computer-generated holography using an autoencoder-based deep neural network,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation High-speed computer-generated holography using an autoencoder-based deep neural network,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:37.504421Z

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Observation d78c0c51-92ce-4c9c-a398-517af661519f · outbound

This paper cites Neural hologra- phy with camera-in-the-loop training,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Neural hologra- phy with camera-in-the-loop training,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:37.253571Z

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Observation f1341516-aa99-4ced-b0eb-a03c968b8844 · outbound

This paper cites Complex-domain-enhancing neural network for large-scale coherent imaging,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Complex-domain-enhancing neural network for large-scale coherent imaging,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.947629Z

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Observation eff966b7-b017-419c-bf8d-a069d0f8b7a0 · outbound

This paper cites Real-time high-quality computer-generated hologram using complex-valued convolutional neural network,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Real-time high-quality computer-generated hologram using complex-valued convolutional neural network,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.824045Z

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Observation 19a614fd-3cee-4502-bb22-52b801daca5f · outbound

This paper cites Vision transformer- based, high-fidelity, computer-generated holography,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Vision transformer- based, high-fidelity, computer-generated holography,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.681714Z

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Observation d37a4282-f8d4-4e3b-ae1e-955cc4c55ed9 · outbound

This paper cites Physics-driven deep learning enables temporal compressive coherent diffraction imaging,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Physics-driven deep learning enables temporal compressive coherent diffraction imaging,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.558586Z

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Observation ec4e860a-cbf4-4c50-8dbc-8c0ac33eff63 · outbound

This paper cites Dual-scale transformer for large-scale single-pixel imaging,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Dual-scale transformer for large-scale single-pixel imaging,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.406897Z

Source-reported events for the cited work

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Observation a6c3f7b4-fa4d-4a74-9c2b-9dd81c3c959a · outbound

This paper cites Iterative projection meets sparsity regularization: towards practical single-shot quantitative phase imaging with in-line holography,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Iterative projection meets sparsity regularization: towards practical single-shot quantitative phase imaging with in-line holography,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.267589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec8aaf3a-8fc6-433b-a064-48e7398c7956 · outbound

This paper cites From denoising to compressed sensing,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation From denoising to compressed sensing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:36.104814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dad05b30-c067-431a-a80e-b3c5e7227bda · outbound

This paper cites Vision transformer with deformable attention,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Vision transformer with deformable attention,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:35.979594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fabae0a6-d65d-43bb-94ee-c312396e1582 · outbound

This paper cites Ntire 2017 challenge on single image super-resolution: Dataset and study,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Ntire 2017 challenge on single image super-resolution: Dataset and study,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:35.810243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de1563f0-6f1c-40ee-907d-7b939d70ac26 · outbound

This paper cites Enhanced deep residual networks for single image super-resolution,.

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Enhanced deep residual networks for single image super-resolution,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:11:35.659453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2ea5c6b-9fd5-4d58-b5c2-66e87d8be825 · outbound

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

Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Image quality assessment: from error visibility to structural similarity,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T14:11:35.299038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.