Paper Citation Record · LEDGER

Heterogeneous Decentralized Diffusion Models

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2603.06741.

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

pith.paper-citation-record.v1
2603.06741 v3

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:55:58.399181Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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unresolved44
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External citation measurements

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Outbound references

Observation ba39eafe-3e9d-446c-b312-b9b8e6e7c6c0 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Heterogeneous Decentralized Diffusion Models PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.238174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5e46b2-cd9a-4997-acb3-bec0f45d7b8c · outbound

This paper cites Diffusion models beat gans on image synthesis.Advances in neural information processing systems, 34:8780–8794, 2021.

Heterogeneous Decentralized Diffusion Models Diffusion models beat gans on image synthesis.Advances in neural information processing systems, 34:8780–8794, 2021

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.271847Z

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Observation c7ed50ab-bacf-49a6-88cc-efccdfdc6a98 · outbound

This paper cites Decentralized learning made easy with decentralizepy.

Heterogeneous Decentralized Diffusion Models Decentralized learning made easy with decentralizepy

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.328842Z

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Observation 16ad01ed-49a5-4acf-94a8-94c3d7d7e46a · outbound

This paper cites Efficient diffusion training via min-snr weighting strategy.

Heterogeneous Decentralized Diffusion Models Efficient diffusion training via min-snr weighting strategy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.371032Z

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Observation 93bbd1ed-c888-4a42-a435-96fcde7c6773 · outbound

This paper cites Improved noise schedule for diffusion training.

Heterogeneous Decentralized Diffusion Models Improved noise schedule for diffusion training

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.418774Z

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Observation 0c2151bc-cc49-4fd8-adcb-a69a23d48c5b · outbound

This paper cites Faster training of diffusion models and improved density estimation via parallel score matching.

Heterogeneous Decentralized Diffusion Models Faster training of diffusion models and improved density estimation via parallel score matching

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.460305Z

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Observation fb47b92f-8ec9-44ec-bc58-dd877e736f30 · outbound

This paper cites Multistep Consistency Models.

Heterogeneous Decentralized Diffusion Models Multistep Consistency Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.537035Z

Source-reported events for the cited work

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Observation accdb808-bf00-43fc-a6f9-1e67a6926419 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

Heterogeneous Decentralized Diffusion Models Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.597729Z

Source-reported events for the cited work

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Observation 298d8214-8e7d-4564-928c-524991f605b1 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Heterogeneous Decentralized Diffusion Models Classifier-Free Diffusion Guidance

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.773277Z

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Observation 9882bec7-bd49-4f94-b855-5f7080149050 · outbound

This paper cites Denoising diffusion probabilistic models.

Heterogeneous Decentralized Diffusion Models Denoising diffusion probabilistic models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:55.972071Z

Source-reported events for the cited work

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Observation 6735913c-f67f-49ac-a68e-f05452dce7ea · outbound

This paper cites Fast-ddpm: Fast denoising diffusion probabilistic models for medical image-to-image generation.IEEE Journal of Biomedical and Health Informatics, 2025.

Heterogeneous Decentralized Diffusion Models Fast-ddpm: Fast denoising diffusion probabilistic models for medical image-to-image generation.IEEE Journal of Biomedical and Health Informatics, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.003152Z

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Observation f7f02390-be27-49b5-a873-6254e2191db1 · outbound

This paper cites Kingma and Ruiqi Gao.

Heterogeneous Decentralized Diffusion Models Kingma and Ruiqi Gao

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.064629Z

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Observation 15da1229-b5b9-4a1d-a457-1836b5bcd5ee · outbound

This paper cites Kingma, Tim Salimans, Ben Poole, and Jonathan Ho.

Heterogeneous Decentralized Diffusion Models Kingma, Tim Salimans, Ben Poole, and Jonathan Ho

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.110309Z

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Observation bede5c56-a8d5-40a5-b178-cad06d9885b3 · outbound

This paper cites Decentralized stochastic optimization and gossip algorithms with compressed communication.

Heterogeneous Decentralized Diffusion Models Decentralized stochastic optimization and gossip algorithms with compressed communication

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.163728Z

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Observation f5859bb6-4467-4705-8c6d-e4fbebdb0585 · outbound

This paper cites Laion-aesthetics v2: Aesthetic-filtered subset of laion-5b.

Heterogeneous Decentralized Diffusion Models Laion-aesthetics v2: Aesthetic-filtered subset of laion-5b

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.255942Z

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Observation cc664b8c-6e6f-4390-b205-a6c3ce823d93 · outbound

This paper cites Improving the training of rectified flows.Advances in neural information processing systems, 37:63082–63109, 2024.

Heterogeneous Decentralized Diffusion Models Improving the training of rectified flows.Advances in neural information processing systems, 37:63082–63109, 2024

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.306198Z

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Observation 40b05386-bab1-4d67-9a40-44dd2d944862 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

Heterogeneous Decentralized Diffusion Models GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.337455Z

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Observation a1641c5d-3d86-4bbf-9dc1-8cceff5ea97a · outbound

This paper cites Distrifusion: Distributed parallel inference for high-resolution diffusion models.

Heterogeneous Decentralized Diffusion Models Distrifusion: Distributed parallel inference for high-resolution diffusion models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.376797Z

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Observation 6d18e90e-ca61-4126-8ca9-1a8d101608b5 · outbound

This paper cites an unresolved cited work.

Heterogeneous Decentralized Diffusion Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.410296Z

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Observation a2aeacd1-94cf-4427-93ff-74668e80f6e7 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Heterogeneous Decentralized Diffusion Models Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.443341Z

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Observation 38e93e07-da27-4989-a47d-dc439fe5d404 · outbound

This paper cites Optimal complexity in decentralized training.

Heterogeneous Decentralized Diffusion Models Optimal complexity in decentralized training

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.477935Z

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Observation b12cf6d0-8f54-42d4-b224-4776f85be58f · outbound

This paper cites Decentralized Diffusion Models.

Heterogeneous Decentralized Diffusion Models Decentralized Diffusion Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.526484Z

Source-reported events for the cited work

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Observation 253dbb3f-066a-46d7-a818-98bacbfe9cb9 · outbound

This paper cites On distillation of guided diffusion models.

Heterogeneous Decentralized Diffusion Models On distillation of guided diffusion models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.599263Z

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Observation ed601d30-fbfe-448e-9e16-051369b04823 · outbound

This paper cites Improved denoising diffusion probabilistic models.

Heterogeneous Decentralized Diffusion Models Improved denoising diffusion probabilistic models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.654105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3eacff0-115c-4f2a-a133-59df2e5684f7 · outbound

This paper cites Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research, 2024.

Heterogeneous Decentralized Diffusion Models Dinov2: Learning robust visual features without supervision.Transactions on Machine Learning Research, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.719856Z

Source-reported events for the cited work

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Observation 8cc2072c-d9eb-43de-9973-95b7044eeb1c · outbound

This paper cites Scalable diffusion models with transformers.

Heterogeneous Decentralized Diffusion Models Scalable diffusion models with transformers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.788293Z

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Observation 0f785a7d-7e1c-4287-b6d8-4b6338aac32e · outbound

This paper cites Learning transferable visual models from natural language supervision.

Heterogeneous Decentralized Diffusion Models Learning transferable visual models from natural language supervision

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.918972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2248a9dd-50ff-4964-9911-0185d4fbfb95 · outbound

This paper cites High-resolution image synthesis with latent diffusion models.Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pages 10684–10695, 2022.

Heterogeneous Decentralized Diffusion Models High-resolution image synthesis with latent diffusion models.Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pages 10684–10695, 2022

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:56.955548Z

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Observation 8c42a69a-299e-47e0-a746-f8d30e1718f6 · outbound

This paper cites Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi.

Heterogeneous Decentralized Diffusion Models Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, and Mohammad Norouzi

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.053872Z

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Observation e725642f-ac70-4b9b-8869-bd4a949da5b0 · outbound

This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

Heterogeneous Decentralized Diffusion Models Progressive Distillation for Fast Sampling of Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.134894Z

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Observation c8937ae0-691f-40f3-bb07-5f7e3436bf93 · outbound

This paper cites LAION-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural Information Processing Systems, 35:25278–25294, 2022.

Heterogeneous Decentralized Diffusion Models LAION-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural Information Processing Systems, 35:25278–25294, 2022

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.366817Z

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Observation 2f8fd87e-7887-433c-9ea4-6ccbca062f2b · outbound

This paper cites Diff2flow: Training flow matching models via diffusion model alignment.

Heterogeneous Decentralized Diffusion Models Diff2flow: Training flow matching models via diffusion model alignment

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.442332Z

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Observation 56151e92-cfbb-4fb2-8320-bb095fd42782 · outbound

This paper cites Outrageously large neural networks: The sparsely-gated mixture-of-experts layer.

Heterogeneous Decentralized Diffusion Models Outrageously large neural networks: The sparsely-gated mixture-of-experts layer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.494931Z

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Observation ebe3158f-b34a-401c-ba36-2be217eefcef · outbound

This paper cites Consistency models.

Heterogeneous Decentralized Diffusion Models Consistency models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.586098Z

Source-reported events for the cited work

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Observation 44254f48-8193-442e-9ae4-90d5cd47cb02 · outbound

This paper cites Swarm learning for decentralized and confidential clinical machine learning.Nature, 594(7862):265–270, 2021.

Heterogeneous Decentralized Diffusion Models Swarm learning for decentralized and confidential clinical machine learning.Nature, 594(7862):265–270, 2021

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.689546Z

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Observation bb593b8d-e00e-431b-bcdd-dc1f6541cfbd · outbound

This paper cites Communication-efficient federated learning via knowledge distillation.Nature communications, 13(1):2032, 2022.

Heterogeneous Decentralized Diffusion Models Communication-efficient federated learning via knowledge distillation.Nature communications, 13(1):2032, 2022

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.743925Z

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Observation c70b7d9a-a6dc-4d3d-9af6-9911726c8b3b · outbound

This paper cites Decentralized federated learning towards communication efficiency, robustness, and personalization.ACM Transactions on Sensor Networks, 21(3): 1–20, 2025.

Heterogeneous Decentralized Diffusion Models Decentralized federated learning towards communication efficiency, robustness, and personalization.ACM Transactions on Sensor Networks, 21(3): 1–20, 2025

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.791754Z

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Observation 974bbe21-8035-4918-a857-8a829129704e · outbound

This paper cites Redi: efficient learning-free diffusion inference via trajectory retrieval.

Heterogeneous Decentralized Diffusion Models Redi: efficient learning-free diffusion inference via trajectory retrieval

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.822976Z

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Observation 5faf377c-3968-4706-8bd5-e4390ccacffe · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Heterogeneous Decentralized Diffusion Models Efros, Eli Shechtman, and Oliver Wang

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.892082Z

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Observation 2942e059-8e26-4a77-b2fb-b93dfac6c43d · outbound

This paper cites Communication-efficient decentralized federated learning via one-bit compressive sensing.

Heterogeneous Decentralized Diffusion Models Communication-efficient decentralized federated learning via one-bit compressive sensing

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:57.949519Z

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Observation 063e0405-dd5f-4dbb-a8da-2800675995a9 · outbound

This paper cites Data Preprocessing and Clustering Dataset.We train on the LAION-Aesthetics subset.

Heterogeneous Decentralized Diffusion Models Data Preprocessing and Clustering Dataset.We train on the LAION-Aesthetics subset

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:58.007283Z

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Observation ddbaa07b-7d16-4b00-98a3-56bc18ea6658 · outbound

This paper cites baked into.

Heterogeneous Decentralized Diffusion Models baked into

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:58.087358Z

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Observation 81b0e828-653c-4063-81cd-ddbc68236bf5 · outbound

This paper cites an unresolved cited work.

Heterogeneous Decentralized Diffusion Models Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:58.276786Z

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Observation 18b644e6-8b5e-41c5-9e5f-15e8c4903c82 · outbound

This paper cites an unresolved cited work.

Heterogeneous Decentralized Diffusion Models Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T05:55:58.399181Z

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Pith citing papers

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