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Paper Citation Record · LEDGER

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

As of 9 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 6 inbound Pith citation observations for arXiv:2506.07903.

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

pith.paper-citation-record.v1
2506.07903 v2

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:34:51.562167Z

measured 95 of 95 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T21:15:39.298557Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.202408Z

Reference resolution

89 of 89 outbound references displayed

  • verified exact3
  • verified fuzzy28
  • unresolved58
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b3f6350-8ea4-4165-b332-6d6330028ff1 · outbound

This paper cites write newline.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces write newline

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 41ff2f0e-5b2b-42dd-9762-fe2460c200c8 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 2

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Observation d3d122cb-5d43-4794-93cc-53b8bb73a406 · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces All are worth words: A vit backbone for diffusion models

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a88def28-3737-47b2-99b5-b8a6c71cb3e7 · outbound

This paper cites One transformer fits all distributions in multi-modal diffusion at scale.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces One transformer fits all distributions in multi-modal diffusion at scale

Reference 4

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Observation 5d4b38bd-06ce-416f-8d80-21e0d1752351 · outbound

This paper cites From denoising diffusions to denoising markov models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces From denoising diffusions to denoising markov models

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0d86a90e-d902-4879-bfba-d5368eff6098 · outbound

This paper cites A continuous time framework for discrete denoising models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces A continuous time framework for discrete denoising models

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation aeb59609-2759-4e9f-b727-5565c5e433ff · outbound

This paper cites Generative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Generative flows on discrete state-spaces: Enabling multimodal flows with applications to protein co-design

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 27be10a9-4421-43e7-b244-12220b5bb4ce · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

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Observation 4ebe72bc-4708-4a1e-9f41-75f08a4e228e · outbound

This paper cites Diffusion Models For Multi-Modal Generative Modeling.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Diffusion Models For Multi-Modal Generative Modeling

Reference 9

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Source-reported events for the cited work

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Observation 9f412c45-ea14-4ea4-bd99-9cd7575c3fbb · outbound

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

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 10

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Unavailable: canonical work link unavailable.

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Observation dd361461-2699-4889-b9b2-5fd3026390c2 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

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Observation 6c85d37b-071b-40fb-8a27-0b88c6e7df6f · outbound

This paper cites S., Boffi, N.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces S., Boffi, N

Reference 12

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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.

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Observation f125f5ab-e073-4b30-a722-417a247befd2 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 13

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Source-reported events for the cited work

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Observation af83920f-e9bd-4dce-a3d1-1b643abbdfb7 · outbound

This paper cites Diffusion policy: Visuomotor policy learning via action diffusion.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Diffusion policy: Visuomotor policy learning via action diffusion

Reference 14

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Observation 5c88131b-5872-4335-8ff4-0a62b995e793 · outbound

This paper cites W., and Doucet, A.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces W., and Doucet, A

Reference 15

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Source-reported events for the cited work

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Observation 8a94af36-508e-41f2-9079-73dc0a22b8a9 · outbound

This paper cites and Nichol, A.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces and Nichol, A

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation deb61362-58d4-4204-a4a5-55aba9e2a65e · outbound

This paper cites Taming transformers for high-resolution image synthesis.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Taming transformers for high-resolution image synthesis

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6527fd85-1714-4b59-ac19-a03822f99ef2 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Scaling rectified flow transformers for high-resolution image synthesis

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5cc59213-7af6-4d38-bf14-54d75c2e271d · outbound

This paper cites Discrete Flow Matching.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Discrete Flow Matching

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b4a2a46c-ce95-458f-b4c1-17d8f5ddd21e · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 20

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Unavailable: canonical work link unavailable.

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Observation abf68b02-6a81-4aa3-b9af-683dd462da36 · outbound

This paper cites J., Oktay, D., Lin, Z., Verkuil, R., Tran, V.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces J., Oktay, D., Lin, Z., Verkuil, R., Tran, V

Reference 21

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Source-reported events for the cited work

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Observation 1da05f73-fa59-4f8a-8f6a-8941d8398502 · outbound

This paper cites and Salimans, T.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces and Salimans, T

Reference 22

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Source-reported events for the cited work

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Observation 1ab24ea5-8c13-4df9-bec6-bd617b1940ae · outbound

This paper cites Denoising diffusion probabilistic models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Denoising diffusion probabilistic models

Reference 23

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Source-reported events for the cited work

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Observation 7696ff6f-c922-4e78-be28-3aaada02ebb1 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

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Observation 7b4814ee-4c1b-41bd-97a1-2012dc90c9d0 · outbound

This paper cites Generator Matching: Generative modeling with arbitrary Markov processes.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Generator Matching: Generative modeling with arbitrary Markov processes

Reference 25

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Observation 558f4532-e477-400c-8679-965cc06bb0a0 · outbound

This paper cites Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion

Reference 26

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unresolved
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Unavailable: canonical work link unavailable.

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Observation 9cf5c1a8-7452-41a6-ab59-5fe9999c5945 · outbound

This paper cites Unified Discrete Diffusion for Simultaneous Vision-Language Generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unified Discrete Diffusion for Simultaneous Vision-Language Generation

Reference 27

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Unavailable: canonical work link unavailable.

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Observation d3749a84-fb20-4fd0-b5dd-aa607bf848b4 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 28

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Source-reported events for the cited work

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Observation 13ef0868-73ad-4f65-bd43-07923b24fced · outbound

This paper cites and Dayan, P.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces and Dayan, P

Reference 29

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Source-reported events for the cited work

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Observation 70590f76-4d46-44bb-8a17-92a44529c0cf · outbound

This paper cites B., Astolfi, P., Hall, M., Askari-Hemmat, R., Benchetrit, Y., Havasi, M., Muckley, M., Alahari, K., Romero-Soriano, A., Verbeek, J., et al.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces B., Astolfi, P., Hall, M., Askari-Hemmat, R., Benchetrit, Y., Havasi, M., Muckley, M., Alahari, K., Romero-Soriano, A., Verbeek, J., et al

Reference 30

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Source-reported events for the cited work

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Observation 248a9b4f-eb92-4dbf-8513-ec14d8f7e45c · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Pyramidal flow matching for efficient video generative modeling

Reference 31

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Source-reported events for the cited work

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Observation aac5d612-8b6f-49a2-8e8e-c031b6a59607 · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Elucidating the design space of diffusion-based generative models

Reference 32

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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.

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Observation dec78264-4982-4c9a-8062-e495b87087a5 · outbound

This paper cites Guiding a Diffusion Model with a Bad Version of Itself.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Guiding a Diffusion Model with a Bad Version of Itself

Reference 33

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Source-reported events for the cited work

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Observation 5d5b0660-5d3f-420b-a5a5-32cc992302f0 · outbound

This paper cites Analyzing and improving the training dynamics of diffusion models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Analyzing and improving the training dynamics of diffusion models

Reference 34

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Source-reported events for the cited work

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Observation f3f36785-36b7-4319-9099-d940222b323b · outbound

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Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation 7ba47480-b175-44a6-ba34-4155e2f2f31b · outbound

This paper cites C., et al.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces C., et al

Reference 36

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Source-reported events for the cited work

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Observation 2ace2958-9aec-45bc-a7a7-9967be39bb76 · outbound

This paper cites STaSy: Score-based Tabular data Synthesis.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces STaSy: Score-based Tabular data Synthesis

Reference 37

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Observation e35114a4-34fb-40e4-be1f-ac3067070b0c · outbound

This paper cites Auto-Encoding Variational Bayes.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Auto-Encoding Variational Bayes

Reference 38

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source=arxiv_source observed=2026-08-07T05:34:51.317116Z digest=sha256:b3d7d35a388e6ed6c75e91c0feae8113541552f0b60262f8aecea5f942344d78

Observation c9b473b4-dd6c-46a2-a458-8841ab314a59 · outbound

This paper cites C., Lo, W.-Y., et al.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces C., Lo, W.-Y., et al

Reference 39

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source=arxiv_source observed=2026-08-07T05:34:51.321969Z digest=sha256:d6d76120693906b9bfe4bd3eb6f27cf7b451af89b5e864b9096020f57c8463b6

Observation 19e0d2a4-4739-4e8c-a82c-6e7605357419 · outbound

This paper cites Tabddpm: Modelling tabular data with diffusion models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Tabddpm: Modelling tabular data with diffusion models

Reference 40

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raw_fallback, observed 2026-08-07T05:34:52.697739Z

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

source=arxiv_source observed=2026-08-07T05:34:51.326481Z digest=sha256:846214856543b2caf684e2a171eaa75d1090da925b37f13ae07998efcab19c72

Observation 2d5ae682-3f01-42be-aaed-e7faf475a9b2 · outbound

This paper cites Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Reference 41

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source=arxiv_source observed=2026-08-07T05:34:51.331211Z digest=sha256:33e0ae08f443b5c9e638ccb9b7ab4683ed85d34a98a803a5f6746a9e721f722f

Observation 46926176-241a-4445-b739-a1a9b97eae85 · outbound

This paper cites Codi: Co-evolving contrastive diffusion models for mixed-type tabular synthesis.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Codi: Co-evolving contrastive diffusion models for mixed-type tabular synthesis

Reference 42

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

source=arxiv_source observed=2026-08-07T05:34:51.336510Z digest=sha256:3be6fefd1b242743763cbecd16c4c713d9623d866b06ab6e1b207148fc69444b

Observation 8ab8edc2-5cec-410d-b587-79dfaa3ec619 · outbound

This paper cites Layerdag: A layerwise autoregressive diffusion model for directed acyclic graph generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Layerdag: A layerwise autoregressive diffusion model for directed acyclic graph generation

Reference 43

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.663324Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.340880Z digest=sha256:def7494f9a6de792ce9d178abfba99892c595e2456f02f5b2e9eceb617de6cf3

Observation 08756ba8-eb7c-4020-943c-5cc4f05a57f7 · outbound

This paper cites OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows

Reference 44

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source=arxiv_source observed=2026-08-07T05:34:51.345354Z digest=sha256:55f1f0e80db2fea0e2d00928e94105e615ef156fa6f99e575da795474b016c19

Observation e772fe6f-0923-4149-9499-de2dd166ae16 · outbound

This paper cites Self-guidance: Boosting flow and diffusion generation on their own.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Self-guidance: Boosting flow and diffusion generation on their own

Reference 45

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verified exact
raw_fallback, observed 2026-08-07T05:34:52.059803Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.350193Z digest=sha256:d6166aa68878d1fd036dd1bfd5ae9ea2c191012863504bb6a77e20d833069ba7

Observation 99c56d51-e69d-4085-b3e9-6e6e1f58a7a6 · outbound

This paper cites Microsoft COCO: common objects in context.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Microsoft COCO: common objects in context

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.647677Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.354734Z digest=sha256:f073b512eb49d0cc0be51d6e9d67897c8212b6c4ac1c6967e158a9243bc049c4

Observation d7b74725-3164-43c2-9e71-d3e1963fe692 · outbound

This paper cites an unresolved cited work.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unresolved cited work

Reference 47

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

source=arxiv_source observed=2026-08-07T05:34:51.359811Z digest=sha256:4e9583bda47b22db68d82f6c6048f1b5271522eb408e1ac5094e80db0dab7cca

Observation f579a69c-f308-4ea1-9d98-7209b12bc09b · outbound

This paper cites Goggle: Generative modelling for tabular data by learning relational structure.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Goggle: Generative modelling for tabular data by learning relational structure

Reference 48

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.614736Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.364727Z digest=sha256:af8bc80da8087b98d6e127927b997c5c5829a9e90a4f3172a2f902670abe9a2d

Observation d85660f9-dd82-45ec-9ff9-56e6eb969ca0 · outbound

This paper cites Discrete diffusion modeling by estimating the ratios of the data distribution.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Discrete diffusion modeling by estimating the ratios of the data distribution

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.597331Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.369847Z digest=sha256:c1eb4f7a911e48becb36f475398aa13cc3896b663a7db13817d54ff3f7926a0a

Observation 3b427844-ccd3-4e6b-a59d-5d48bed3b387 · outbound

This paper cites Unified-io 2: Scaling autoregressive multimodal models with vision language audio and action.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unified-io 2: Scaling autoregressive multimodal models with vision language audio and action

Reference 50

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.579630Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.374613Z digest=sha256:d5536abe6c9d90b59a12e54633484c9d55e35f589ee0e4ed78d4f5a1aa4c38a1

Observation 8f5ed2a3-331b-4732-ad2a-277c26f1f02c · outbound

This paper cites scdiffusion: conditional generation of high-quality single-cell data using diffusion model.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces scdiffusion: conditional generation of high-quality single-cell data using diffusion model

Reference 51

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.564666Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.379532Z digest=sha256:01113af033c83cf391c49711341067047c4f19a77ada0d36467e12975e8b6332

Observation e7d0d557-f786-458a-98e8-5562be3a2160 · outbound

This paper cites Interpretation and Generalization of Score Matching.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Interpretation and Generalization of Score Matching

Reference 52

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no resolver link, observed 2026-08-07T05:34:51.384232Z

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source=arxiv_source observed=2026-08-07T05:34:51.384232Z digest=sha256:e53834a1b273c1620e85306a4cb254117b5c59642ad740956697c57e5c315dd0

Observation b4a27b9e-2cac-438b-b141-43d600b374d3 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 53

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no resolver link, observed 2026-08-07T05:34:51.389207Z

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source=arxiv_source observed=2026-08-07T05:34:51.389207Z digest=sha256:d4e40a3c92f8b95b845fd1dbe88932e323bfd19aaf258ce7250afce00232b7e1

Observation e2e85107-433a-4067-a11b-f26eb81a27dc · outbound

This paper cites Scaling up masked diffusion models on text.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Scaling up masked diffusion models on text

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.548971Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.393615Z digest=sha256:5178d25ce07f2152e10a444792e0a2ca05fd9f24f77ae2e0b0c354e14d8b4b4c

Observation 957e8e01-7ce4-4b4b-8d56-65b954466b00 · outbound

This paper cites Large Language Diffusion Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Large Language Diffusion Models

Reference 55

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source=arxiv_source observed=2026-08-07T05:34:51.397990Z digest=sha256:cb15f17201f8d6f9eb52cf322935022b5d909382a0a5b2e3ca0e80cd9352a3b9

Observation 1034b12a-23fc-48ff-b6d2-53f65f468d46 · outbound

This paper cites Unlocking Guidance for Discrete State-Space Diffusion and Flow Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unlocking Guidance for Discrete State-Space Diffusion and Flow Models

Reference 56

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no resolver link, observed 2026-08-07T05:34:51.402839Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.402839Z digest=sha256:0ddc7aa7137b7188e01ada0967e0b43d6565ee3922cd8e4837e3c0c925efe34d

Observation c126a018-5420-45b0-beed-7715c6915748 · outbound

This paper cites Your absorbing discrete diffusion secretly models the conditional distributions of clean data.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Your absorbing discrete diffusion secretly models the conditional distributions of clean data

Reference 57

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.533604Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.407755Z digest=sha256:b49a6ede36422f964e8837a61a4905efc5ba74d67fa670ce4ee55514569c3772

Observation cea63b8c-7dd1-4f04-891d-b2111d116d13 · outbound

This paper cites and Xie, S.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces and Xie, S

Reference 58

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source=arxiv_source observed=2026-08-07T05:34:51.412339Z digest=sha256:d2e33a2f0092b098441565c51941906871ab2bd363ed92edb8e94b52d2348b95

Observation 571d56d5-17fc-4827-8c0c-1d232cda5f26 · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 59

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no resolver link, observed 2026-08-07T05:34:51.416664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.416664Z digest=sha256:162743328156e04717c329bd4555a6819ec5426a453a66d808264ff2919a9468

Observation 791030e7-fbb0-4517-a2d3-2c26ef99f3f0 · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 60

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no resolver link, observed 2026-08-07T05:34:51.421419Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.421419Z digest=sha256:33602fc779de6ab85b39d754ed84b1c9b2b336269165455c15ebc09dd633603b

Observation c3dfc027-754e-444e-a1e4-b95639de6185 · outbound

This paper cites How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework

Reference 61

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no resolver link, observed 2026-08-07T05:34:51.426221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.426221Z digest=sha256:f58ccac2e931d1d7f13b5860517315b33b3abc93443d6df0fa5dc87132b3b710

Observation 5f9fa8a4-9124-4103-b5e2-709fdbd808e8 · outbound

This paper cites M., Tao, M., and Ying, L.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces M., Tao, M., and Ying, L

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.431180Z digest=sha256:db3999559e8cc5c29b15bee79c73f0eec8812c9cb37230d84921bd5fb0184e43

Observation bf0d14f8-48f7-4728-8a51-73f485657cae · outbound

This paper cites A Unified Approach to Analysis and Design of Denoising Markov Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces A Unified Approach to Analysis and Design of Denoising Markov Models

Reference 63

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no resolver link, observed 2026-08-07T05:34:51.435797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.435797Z digest=sha256:22b9e7425935940da52b0d4f239119d38e14b99ac3a7ceffe4066b2733cf220a

Observation e5b7cfd2-4384-482e-83d6-6e8089535392 · outbound

This paper cites Variational Schr\"odinger Momentum Diffusion.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Variational Schr\"odinger Momentum Diffusion

Reference 64

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verified exact
local_arxiv, observed 2026-08-07T05:34:51.760868Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.441121Z digest=sha256:30f404b33850e85bcd3043ca30e83986258501075f30070e993c48aa5036f8d8

Observation e662280e-87e5-4d17-925e-93f01437f5cf · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces High-resolution image synthesis with latent diffusion models

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.446213Z digest=sha256:732a5578f8f38261bf71796ec4a0627b913c44fc9290a0697a0cb6ff64badd3a

Observation 0395b112-7ec6-47c9-8d54-c0d4eee7806d · outbound

This paper cites J., Jin, Q., and Guo, B.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces J., Jin, Q., and Guo, B

Reference 66

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no resolver link, observed 2026-08-07T05:34:51.450738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.450738Z digest=sha256:f4e7a613a51a672787de1a3d40e111e02ca12f39f97c9c89f294ad4693c7041c

Observation 1abf2a80-e810-485e-879b-fc0048176eb3 · outbound

This paper cites L., Ghasemipour, K., Gontijo Lopes, R., Karagol Ayan, B., Salimans, T., et al.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces L., Ghasemipour, K., Gontijo Lopes, R., Karagol Ayan, B., Salimans, T., et al

Reference 67

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.467886Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.455272Z digest=sha256:95dc627055aee59c8301d8ceed7f70a220ee2d43505546451f217ce1b80be3ee

Observation 3224c1e8-f5c3-4c7e-a008-9a016e497949 · outbound

This paper cites Simple and effective masked diffusion language models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Simple and effective masked diffusion language models

Reference 68

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no resolver link, observed 2026-08-07T05:34:51.459926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.459926Z digest=sha256:d2b6331f6a6f1c6fd9f1f4b0d442b1363804113f602bf954aff040143788fa23

Observation dc37182f-87e8-4cb4-9399-100c0c6620c7 · outbound

This paper cites Simple Guidance Mechanisms for Discrete Diffusion Models.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Simple Guidance Mechanisms for Discrete Diffusion Models

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.464692Z digest=sha256:a7f7898259d2f76dace887db5c558610413b81f8eba5c0e59c20d95e72cbcd6d

Observation 87d2f0b4-637e-4731-ac00-244e76948f0a · outbound

This paper cites Simplified and generalized masked diffusion for discrete data.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Simplified and generalized masked diffusion for discrete data

Reference 70

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no resolver link, observed 2026-08-07T05:34:51.469584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.469584Z digest=sha256:d8d2f983271e295c54be5a213708e8c01a0ddcced7d6ac808a26973e29244307

Observation 649d4668-6352-42b8-b6a7-5c3bbb6e6230 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Deep unsupervised learning using nonequilibrium thermodynamics

Reference 71

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no resolver link, observed 2026-08-07T05:34:51.474162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.474162Z digest=sha256:7665469a6f7d5df4056b1bb0fa441f8a46f505664289ad0aec7ad93a055d3dce

Observation 6b8fd521-905b-4824-8cd7-09590021e523 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Score-Based Generative Modeling through Stochastic Differential Equations

Reference 72

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no resolver link, observed 2026-08-07T05:34:51.478547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.478547Z digest=sha256:a0e37e8d54f746b53155732c3705a095ccdbc6c4aeb818a3e38d9c42ca83b1cf

Observation 36ab35cd-3bec-4255-a201-b296f78d2694 · outbound

This paper cites K., Chen, R.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces K., Chen, R

Reference 73

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.420680Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.483218Z digest=sha256:d75a611dc7c29a540089ef9c85bf1907cbc2aa3ecd8f0422829ab2e86f9edf52

Observation 7371bf34-d56d-4437-9b23-667ade40e132 · outbound

This paper cites Unified Multimodal Discrete Diffusion.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Unified Multimodal Discrete Diffusion

Reference 74

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:34:51.487999Z digest=sha256:66ab7e3b85e9c290735e17a133f529f82d5f72f338c6b0906b5ec5baa87042cb

Observation 726ae94e-4cfd-40c0-8d1c-75634e92c271 · outbound

This paper cites JetFormer: An Autoregressive Generative Model of Raw Images and Text.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces JetFormer: An Autoregressive Generative Model of Raw Images and Text

Reference 75

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source=arxiv_source observed=2026-08-07T05:34:51.492874Z digest=sha256:9066fe038ee50db1845d9bc06fabd6671983460bc0c8d2b0dbf96df108f4d629

Observation d4b8b3e6-1a71-4708-a33c-0d2e94089379 · outbound

This paper cites Neural discrete representation learning.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Neural discrete representation learning

Reference 76

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source=arxiv_source observed=2026-08-07T05:34:51.497653Z digest=sha256:691be3b6c713fb84521ecf48578934cb2a022623f0808fe02a4e3ae32e2bddb1

Observation 7dc54515-7c1d-4ddb-97db-17235a5004f2 · outbound

This paper cites A connection between score matching and denoising autoencoders.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces A connection between score matching and denoising autoencoders

Reference 77

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source=arxiv_source observed=2026-08-07T05:34:51.502182Z digest=sha256:f194984c15d78811bfbb0579df48a5cc7e4f14253e96ebd436df719873c9651e

Observation 90f4d8ed-49b6-483c-a791-9ab4d4c78edc · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Emu3: Next-Token Prediction is All You Need

Reference 78

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source=arxiv_source observed=2026-08-07T05:34:51.506818Z digest=sha256:dc2d32a4cc7899bde71e678d03e8ccd9681561ecd085e9d4f80d3a355327b38e

Observation a29959e4-4097-42fa-b20a-2a33a7328406 · outbound

This paper cites Diffusion language models are versatile protein learners.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Diffusion language models are versatile protein learners

Reference 79

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verified fuzzy
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Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:34:51.511693Z digest=sha256:a00a6df58573ceb0e516fc85369748236e9276c8170172403c258074434dc546

Observation 9acba5f0-e139-4ba7-ba38-920b7c237ece · outbound

This paper cites L., Juergens, D., Bennett, N.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces L., Juergens, D., Bennett, N

Reference 80

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source=arxiv_source observed=2026-08-07T05:34:51.516504Z digest=sha256:990b042245f943f78b51a7707f017d2b2827ce368350ee9bff740eb74a2c84d8

Observation 6592a4f8-4f50-4c8e-b209-30ab228ef3e9 · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 81

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source=arxiv_source observed=2026-08-07T05:34:51.522162Z digest=sha256:eaf900ac1cd2b8ac34bd86f285eb1bc2d349a4a55c49df9039ea94aaedf8f868

Observation edad8446-f90f-49da-8bc2-ad3a76f7fc22 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 82

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source=arxiv_source observed=2026-08-07T05:34:51.527169Z digest=sha256:24be98be2ed4b6f436239d61ed24bd800a28b632d36491487d42075eb82bf8e1

Observation 8fe3e92d-5480-44cc-a08e-1422c887048b · outbound

This paper cites Versatile diffusion: Text, images and variations all in one diffusion model.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Versatile diffusion: Text, images and variations all in one diffusion model

Reference 83

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.354822Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.533231Z digest=sha256:e8add3de87332450462d9d6689eaf1b6daa38840c8e6fc5d787fb6285cfba765

Observation 8f982935-f3e9-4417-8745-01cd5d6c5b14 · outbound

This paper cites Discrete-state continuous-time diffusion for graph generation.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Discrete-state continuous-time diffusion for graph generation

Reference 84

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.337609Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.537802Z digest=sha256:3c918820b3dd96e8f71e76e43f9cced48e8e3a72939331748e5a34642ee245ac

Observation 2fa74958-fb4d-439e-b7ee-92a23e520d70 · outbound

This paper cites L., De Bortoli, V., Mathieu, E., Doucet, A., Barzilay, R., and Jaakkola, T.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces L., De Bortoli, V., Mathieu, E., Doucet, A., Barzilay, R., and Jaakkola, T

Reference 85

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.320750Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.542284Z digest=sha256:5a5657dc24020b79fca2f5e508fc5e96dad42436fd4de1e4bc484eeabeb148bc

Observation a4aa2cb3-774f-4013-b600-c741e231d108 · outbound

This paper cites Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space

Reference 86

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:34:51.546830Z digest=sha256:e77a8d90edf0b04dd6eb083a544375834db87cbd61145e8673f53e9110872ab8

Observation 7648be9a-c761-4648-bf06-02060f3b9cf9 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 87

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source=arxiv_source observed=2026-08-07T05:34:51.551932Z digest=sha256:56079647dfa7a6df9b9737fb9f47cf48a3cc1e4a9bad836bd4b6cb751f8b2ac3

Observation 44fad383-3d14-434b-9012-0e53de310c8c · outbound

This paper cites Diffusion generative modeling for spatially resolved gene expression inference from histology images.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Diffusion generative modeling for spatially resolved gene expression inference from histology images

Reference 88

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.303245Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.556646Z digest=sha256:d4ed875c3c7a018829380fb756c3821ae9d7394e19587be4c928a96626e4f83c

Observation 8d220422-d12e-4147-861a-e69ed3e9ab13 · outbound

This paper cites Trivialized momentum facilitates diffusion generative modeling on lie groups.

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces Trivialized momentum facilitates diffusion generative modeling on lie groups

Reference 89

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verified fuzzy
raw_fallback, observed 2026-08-07T05:34:52.287134Z

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.

source=arxiv_source observed=2026-08-07T05:34:51.562167Z digest=sha256:00999d0bab06499e69082567a3f7adfe0bd99f83814ea90f0b0a5c27758043a0

Pith citing papers

Observation c628f291-dd9e-4ab9-a998-7b49c5c63774 · inbound

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model cites this paper.

Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 22

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verified exact
arxiv_id, observed 2026-05-19T13:02:18.410614Z

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.

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Observation 0364710c-cbf6-428f-a93c-4a312b68dfc0 · inbound

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner cites this paper.

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 32

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arxiv_id, observed 2026-05-18T10:16:14.077587Z

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.

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Observation 31e56c33-896d-4ca8-b059-c747033f3879 · inbound

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling cites this paper.

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 16

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verified exact
arxiv_id, observed 2026-05-11T08:50:59.532424Z

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.

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Observation c8277b4a-4357-4113-9855-71b15e6d3ac0 · inbound

Controlla: Learning Controllability via Graph-Constrained Latent Geometry cites this paper.

Controlla: Learning Controllability via Graph-Constrained Latent Geometry Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 45

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verified exact
arxiv_id, observed 2026-05-20T18:43:38.954262Z

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.

source=pdf_text observed=2026-05-20T18:39:09.515957Z digest=sha256:5c24af5d8a6b2f258517a31b83776ed5184f36c05eb4b3aae688a7b193145dcb

Observation a2a76737-ecf3-4f1d-bb66-ed9577355569 · inbound

Free energy Estimation on Any State Space cites this paper.

Free energy Estimation on Any State Space Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 39

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verified exact
arxiv_id, observed 2026-07-01T20:26:12.217096Z

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.

source=arxiv_source observed=2026-06-28T21:15:39.298557Z digest=sha256:0b4ee54064d58d81b99d2c51827186b6a996872c6cd6fff7a7729da237e8113f

Observation 50013324-8309-4095-8b6d-f87283cdf6a2 · inbound

AsyncPatch Diffusion: spatially-flexible image generation cites this paper.

AsyncPatch Diffusion: spatially-flexible image generation Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces

Reference 36

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verified exact
arxiv_id, observed 2026-07-02T16:37:09.204095Z

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.

source=pdf_text observed=2026-06-27T22:33:35.266477Z digest=sha256:4b0b257160aeeed06b9ad0ac7d0ecce35def26962a224d46ed715a26a1cc8a77