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Paper Citation Record · LEDGER

Transition Matching: Scalable and Flexible Generative Modeling

As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 4 inbound Pith citation observations for arXiv:2506.23589.

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

pith.paper-citation-record.v1
2506.23589 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:46:30.330412Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:18:28.775943Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:31:36.548455Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8e1f544-6234-4e41-9481-e63462a282c4 · outbound

This paper cites write newline.

Transition Matching: Scalable and Flexible Generative Modeling write newline

Reference 1

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T21:46:24.958620Z digest=sha256:ad47fd38efe4ba1166617da7b9b09c595a0b86bcde6e73e42470888c323dd077

Observation a98f0dae-acd3-4f71-b890-8b86434a2a11 · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

Transition Matching: Scalable and Flexible Generative Modeling Building Normalizing Flows with Stochastic Interpolants

Reference 2

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source=arxiv_source observed=2026-08-06T21:46:25.050020Z digest=sha256:1a4b2864ac73b5f3b89361386d1a3279a49c9d53f116a23b060f67c6d88fa321

Observation bb8ab450-d6b1-4a9a-9ad5-e52ffa6c0de9 · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 3

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source=arxiv_source observed=2026-08-06T21:46:25.248990Z digest=sha256:3cf0ffa86723fc4b6a3b3e955052d92fd1bed940fdc64dcf88d3c644289bc8fd

Observation 64a5d802-4887-4b09-ad2c-40be12fb9093 · outbound

This paper cites MaskGIT: Masked Generative Image Transformer.

Transition Matching: Scalable and Flexible Generative Modeling MaskGIT: Masked Generative Image Transformer

Reference 4

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source=arxiv_source observed=2026-08-06T21:46:25.362379Z digest=sha256:f5f6a40edeaf7839fdd0145d1ede770f25f0ded65d98b89eddf1b7906bca630f

Observation e6a253e0-ae54-44fe-8425-326b9d7c2291 · outbound

This paper cites F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching.

Transition Matching: Scalable and Flexible Generative Modeling F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching

Reference 5

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source=arxiv_source observed=2026-08-06T21:46:25.488362Z digest=sha256:319b66b4b3b4aa09740c9d7608ba232e6ca4abfa7dce8cc817bcff9559fe1d8b

Observation 4f99b5eb-d2a5-4734-9c52-5f71ef917b08 · outbound

This paper cites Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution.

Transition Matching: Scalable and Flexible Generative Modeling Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution

Reference 6

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source=arxiv_source observed=2026-08-06T21:46:25.589904Z digest=sha256:16d5f2d43be9d68b4b88277e4760ce8e02424b3140636bc9ee2cbc7289f760e6

Observation 1d3b65e4-487a-4676-889b-def245d8f637 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

Transition Matching: Scalable and Flexible Generative Modeling Diffusion Models Beat GANs on Image Synthesis

Reference 7

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T21:46:25.684288Z digest=sha256:5ebec73e6b6d153bccb48b9f01d5e11b28030812800ef86dfeb463321ae6d41d

Observation d5212232-b806-4f29-95ec-8b876870ae0b · outbound

This paper cites Jukebox: A Generative Model for Music.

Transition Matching: Scalable and Flexible Generative Modeling Jukebox: A Generative Model for Music

Reference 8

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source=arxiv_source observed=2026-08-06T21:46:25.810623Z digest=sha256:e3bb30c9cce95a9bc263410f63a631a225533f3d901371406e316c459a1c6cd3

Observation fa3c16f1-8506-4341-8017-bf8c45e11805 · outbound

This paper cites CogView: Mastering Text-to-Image Generation via Transformers.

Transition Matching: Scalable and Flexible Generative Modeling CogView: Mastering Text-to-Image Generation via Transformers

Reference 9

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source=arxiv_source observed=2026-08-06T21:46:25.906766Z digest=sha256:635c5b23fae865490d7fe1b9d18a88be8ea6fe5b6cd6b46bcb648216fb7f39f3

Observation 59cb1fb6-ea9a-454b-b0b0-aee25f8643ce · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Transition Matching: Scalable and Flexible Generative Modeling Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 10

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source=arxiv_source observed=2026-08-06T21:46:26.020031Z digest=sha256:48420441c7a940ca2818acc870bea4b8a493a893b3859654747ef8fc6744182d

Observation 932ffd1b-bf41-46de-a8ed-deb8e07cf675 · outbound

This paper cites Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens.

Transition Matching: Scalable and Flexible Generative Modeling Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens

Reference 11

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source=arxiv_source observed=2026-08-06T21:46:26.122915Z digest=sha256:ef8b03d5de0c329b75f5edc9e5d505ab3b1fd192438deccc60edb78e8df4b0a4

Observation a94e3a94-2c0b-4088-8b3e-046302b36fe6 · outbound

This paper cites GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment.

Transition Matching: Scalable and Flexible Generative Modeling GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment

Reference 12

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source=arxiv_source observed=2026-08-06T21:46:26.205080Z digest=sha256:ece7a4e5a2d33ec261a2d11cbba2b38da0656475a42b1ea1342e2e98cbbb3691

Observation fb143ce4-e20d-435f-bcd4-a585f86a883d · outbound

This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.

Transition Matching: Scalable and Flexible Generative Modeling Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Reference 13

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source=arxiv_source observed=2026-08-06T21:46:26.323078Z digest=sha256:5cd092410ad8d9a83a55c0019e0457852625353658762cef91537403bc2f63ae

Observation 6f9e6a1b-9f3e-4672-9f0a-86a1bcd37ed6 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Transition Matching: Scalable and Flexible Generative Modeling CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 14

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source=arxiv_source observed=2026-08-06T21:46:26.423288Z digest=sha256:54614be0abb57c3ef37388ee969edf1dc0a1970e82d0ce7d6b8622ddbc224bc2

Observation 670e388e-7d19-46e0-8ab4-9634385d1cbb · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Transition Matching: Scalable and Flexible Generative Modeling Denoising Diffusion Probabilistic Models

Reference 15

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source=arxiv_source observed=2026-08-06T21:46:26.558609Z digest=sha256:47786c16e3678ba833b0f02cd1ca4abb090a595e4e7e8223830d1e6e8911d6e7

Observation 0bae7df0-d837-469b-8ad8-f0c7cab310b0 · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Generator Matching: Generative modeling with arbitrary Markov processes

Reference 16

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source=arxiv_source observed=2026-08-06T21:46:26.709747Z digest=sha256:684005f7d7cd29ffc0936ba18414d5ee46ee7a5102de94a9713e287249dc884c

Observation a2474da4-201f-4ace-8653-6a58ed89b4f5 · outbound

This paper cites Pyramidal flow matching for efficient video generative modeling, 2025.

Transition Matching: Scalable and Flexible Generative Modeling Pyramidal flow matching for efficient video generative modeling, 2025

Reference 17

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source=arxiv_source observed=2026-08-06T21:46:26.909676Z digest=sha256:5bb76b39443e55bef5fa1410b0f07a2069e738283c37dc77a72bc97b87781a68

Observation 26cc3009-174d-4077-bf33-1f4cb5baca90 · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Elucidating the design space of diffusion-based generative models

Reference 18

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source=arxiv_source observed=2026-08-06T21:46:27.013194Z digest=sha256:f8e3d08b4e5f9922c19a9a2c15e9f413e31c7e61752263db8fa41a93076d31b5

Observation b438323f-f43c-4fb1-bd74-6d79abdb6b41 · outbound

This paper cites Auto-encoding variational bayes, 2013.

Transition Matching: Scalable and Flexible Generative Modeling Auto-encoding variational bayes, 2013

Reference 19

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source=arxiv_source observed=2026-08-06T21:46:27.149942Z digest=sha256:0d0a9609d9f541d24e4936f61f27b8de27a2dcaacfca52f37f92c697c9449119

Observation 5345797c-8547-4bb6-8e88-5b54e832052d · outbound

This paper cites Variational Diffusion Models.

Transition Matching: Scalable and Flexible Generative Modeling Variational Diffusion Models

Reference 20

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source=arxiv_source observed=2026-08-06T21:46:27.250619Z digest=sha256:f4a2ea456599e58a6d28b19738bfc00a52732c46cd89be6faeffe4f7332bb478

Observation 2cfaac64-c965-4449-a6f7-15e40ab17200 · outbound

This paper cites Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation.

Transition Matching: Scalable and Flexible Generative Modeling Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

Reference 21

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source=arxiv_source observed=2026-08-06T21:46:27.343374Z digest=sha256:3e5b12a33a4d68589228d8042780cc538adfe3c5ac2e26e44414a2a5d2ff6984

Observation deddf10b-29fe-4cab-a77a-ce82b65a6948 · outbound

This paper cites an unresolved cited work.

Transition Matching: Scalable and Flexible Generative Modeling Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-06T21:46:27.422613Z digest=sha256:8b1a6eee0e14ff35fbc15fdfd07becd96e11e47abba7d6e8c60c8fd8bfc7ccf6

Observation 0c5aa297-1ce9-4c6d-8af6-72775f30a945 · outbound

This paper cites Autoregressive image generation without vector quantization.

Transition Matching: Scalable and Flexible Generative Modeling Autoregressive image generation without vector quantization

Reference 23

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source=arxiv_source observed=2026-08-06T21:46:27.533547Z digest=sha256:fcda41456eb386186b048192b2a76865bcb369ac177d0b77a8f7831fd0bac780

Observation a558802a-9e66-46d4-aa9e-57fb64af3a31 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Transition Matching: Scalable and Flexible Generative Modeling Microsoft COCO: Common Objects in Context

Reference 24

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source=arxiv_source observed=2026-08-06T21:46:27.645234Z digest=sha256:7be85851084297d9f8f56274dc0ab35629842da5a288db7d9c928cacaca036da

Observation bef6d107-609b-45d0-b158-a7e6ff853bee · outbound

This paper cites Flow Matching for Generative Modeling.

Transition Matching: Scalable and Flexible Generative Modeling Flow Matching for Generative Modeling

Reference 25

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source=arxiv_source observed=2026-08-06T21:46:27.720586Z digest=sha256:9976a5fa1687962fe020f1db76f50b9c2143234d19cec70413abf0065202d42b

Observation ea970759-a9bc-4473-bf39-333c2353c2d7 · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 26

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source=arxiv_source observed=2026-08-06T21:46:27.864541Z digest=sha256:73d2ae736e1aa72d6d3b64b8bacb4a253960a8168d15b44439cb58f61064a4f1

Observation c725781c-3482-4046-bb21-13f30c0b443b · outbound

This paper cites The Llama 3 Herd of Models.

Transition Matching: Scalable and Flexible Generative Modeling The Llama 3 Herd of Models

Reference 27

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source=arxiv_source observed=2026-08-06T21:46:27.957243Z digest=sha256:28e94526569f8a5f852988387bf25ce749a1d55071d4dd95c5e23deba7930c65

Observation fc2c456b-eab8-4c36-8e42-4b2e587fae5d · outbound

This paper cites Improved Denoising Diffusion Probabilistic Models.

Transition Matching: Scalable and Flexible Generative Modeling Improved Denoising Diffusion Probabilistic Models

Reference 28

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no resolver link, observed 2026-08-06T21:46:28.044993Z

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source=arxiv_source observed=2026-08-06T21:46:28.044993Z digest=sha256:3d1b4b7f5e8e33d9889068f37d42aea4ba1db701a9eb1d176bb33984013decd8

Observation 39f2225e-a259-4729-818e-3aae54b1f9ce · outbound

This paper cites Taming Transformers for High-Resolution Image Synthesis.

Transition Matching: Scalable and Flexible Generative Modeling Taming Transformers for High-Resolution Image Synthesis

Reference 29

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source=arxiv_source observed=2026-08-06T21:46:28.121890Z digest=sha256:887ec132524e7b9b3572addbdd6ff84f07f23c205d5b2e5d58db9b8c95032f63

Observation 8aac4e8b-33ec-466b-8f6c-1ba7ef8a36b6 · outbound

This paper cites Scalable Diffusion Models with Transformers.

Transition Matching: Scalable and Flexible Generative Modeling Scalable Diffusion Models with Transformers

Reference 30

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source=arxiv_source observed=2026-08-06T21:46:28.194784Z digest=sha256:16ba98f31645271b3a66c67e4dab0e96c3a0325e7a700931a4a71be00f93ab1b

Observation 3601ad71-b730-4e52-865e-379aa7ba25ec · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Transition Matching: Scalable and Flexible Generative Modeling SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 31

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source=arxiv_source observed=2026-08-06T21:46:28.275114Z digest=sha256:61974e6cd82126e091d7bc79664dddaea9c2be87267b4d4b36b45ecac647264d

Observation bf9b0f74-61d1-49b7-9944-2a664f657eec · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

Transition Matching: Scalable and Flexible Generative Modeling Movie Gen: A Cast of Media Foundation Models

Reference 32

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source=arxiv_source observed=2026-08-06T21:46:28.390443Z digest=sha256:2e75637078559e5a9cfafb458b9ecdb8666047f05a182d5baf2f350ab68f764a

Observation a66d26a9-0655-4931-8a34-8dcb1f9358ee · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Transition Matching: Scalable and Flexible Generative Modeling Learning Transferable Visual Models From Natural Language Supervision

Reference 33

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source=arxiv_source observed=2026-08-06T21:46:28.480045Z digest=sha256:a07c748474191a82c10da3369a7de1c29ccc3529998b15143fc37f86b2facb6d

Observation ddfc4e6b-b327-471f-b56e-0598e2fe0ca9 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Transition Matching: Scalable and Flexible Generative Modeling Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 34

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source=arxiv_source observed=2026-08-06T21:46:28.578973Z digest=sha256:3a9cb6d7dc6fa9bbafc9128c9d46dacd0fb5ff59e87b14e36dad2ca961bf6e54

Observation 0f6f9a7e-7e96-4126-97e6-bad372c2e798 · outbound

This paper cites Zero-Shot Text-to-Image Generation.

Transition Matching: Scalable and Flexible Generative Modeling Zero-Shot Text-to-Image Generation

Reference 35

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source=arxiv_source observed=2026-08-06T21:46:28.684612Z digest=sha256:edeedfe481ebbcda7941283d4f3963987412e53e00bd6a820675ae289a658078

Observation 5ae20ffe-bedf-4a16-9453-9821d54d6fe5 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Transition Matching: Scalable and Flexible Generative Modeling High-Resolution Image Synthesis with Latent Diffusion Models

Reference 36

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source=arxiv_source observed=2026-08-06T21:46:28.767896Z digest=sha256:da51317b638c8ed2d06e4ac07980d16b0b4538402841aca8f422e1965edf05a6

Observation 8a95ecd9-ec97-4dc0-a7b1-c2cb674e16b4 · outbound

This paper cites LAION-5B: An open large-scale dataset for training next generation image-text models.

Transition Matching: Scalable and Flexible Generative Modeling LAION-5B: An open large-scale dataset for training next generation image-text models

Reference 37

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source=arxiv_source observed=2026-08-06T21:46:28.873909Z digest=sha256:b4f6ab21fea28192ea0daaa8a64077f808d9be124a0ebcb16d3ac250935c6b8f

Observation c8feff11-e48c-4ded-b769-b29c703f1596 · outbound

This paper cites On Kinetic Optimal Probability Paths for Generative Models.

Transition Matching: Scalable and Flexible Generative Modeling On Kinetic Optimal Probability Paths for Generative Models

Reference 38

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verified exact
local_arxiv, observed 2026-08-06T21:46:30.833458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:46:28.981871Z digest=sha256:244adb398d8500080311535c1df9a6afd92396db15475ccec8c5985890d7085c

Observation 968219a0-f809-4b46-9897-3206f79c8444 · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

Transition Matching: Scalable and Flexible Generative Modeling Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 39

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source=arxiv_source observed=2026-08-06T21:46:29.041578Z digest=sha256:defa2c04e3e2c4984e6332ca4c7b2248af23bc839e129a62f9dd1a314e4aeb43

Observation 2609bda9-db5c-4c98-b2a6-6a75eb1bf425 · outbound

This paper cites Denoising Diffusion Implicit Models.

Transition Matching: Scalable and Flexible Generative Modeling Denoising Diffusion Implicit Models

Reference 40

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source=arxiv_source observed=2026-08-06T21:46:29.124386Z digest=sha256:4659bf08e4525222427fbcf71f9af5c60707f6ec03f64307bc59557bd7dcc376

Observation d9c94cf9-b3ff-43ee-86c7-bad3ffdf68d1 · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Score-Based Generative Modeling through Stochastic Differential Equations

Reference 41

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source=arxiv_source observed=2026-08-06T21:46:29.222589Z digest=sha256:c43fd5989a94e0afa7a7a4ed5f45b8a1893990450b16ab74e13fe82b534de336

Observation a79960c2-ad3c-4c80-be79-1beda5b6e829 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Transition Matching: Scalable and Flexible Generative Modeling Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 42

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source=arxiv_source observed=2026-08-06T21:46:29.328821Z digest=sha256:1a1d2b6e8ea41d27f13ad382ab0a45819555ebe35bf417e90bc04192cd4d7676

Observation 85007844-9cbf-4aef-a2f7-33d2c891fb3d · outbound

This paper cites UL2: Unifying Language Learning Paradigms.

Transition Matching: Scalable and Flexible Generative Modeling UL2: Unifying Language Learning Paradigms

Reference 43

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source=arxiv_source observed=2026-08-06T21:46:29.401578Z digest=sha256:a80ca090267755a8f5be057e274ecdfbf375a3d64063645530ef9968334712a9

Observation e6940ed3-9957-47f0-88c4-acdfa6af7c69 · outbound

This paper cites Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction.

Transition Matching: Scalable and Flexible Generative Modeling Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Reference 44

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source=arxiv_source observed=2026-08-06T21:46:29.478571Z digest=sha256:d73312b1498308d905686e93222a1fe52683be533fcfa02db491e54231a4c201

Observation 7dd4d428-3bdf-43a5-b1e3-2c1830fadfcf · outbound

This paper cites GIVT: Generative Infinite-Vocabulary Transformers.

Transition Matching: Scalable and Flexible Generative Modeling GIVT: Generative Infinite-Vocabulary Transformers

Reference 45

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verified exact
local_arxiv, observed 2026-08-06T21:46:30.644267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:46:29.594869Z digest=sha256:45e6f3ec5e6b22ae729a81001c2bcd69af6d420dee52df5269c623d0fe3f67e8

Observation 2c45ecd0-352a-4dd2-a8ed-0de38fa72f8d · outbound

This paper cites Attention Is All You Need.

Transition Matching: Scalable and Flexible Generative Modeling Attention Is All You Need

Reference 46

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source=arxiv_source observed=2026-08-06T21:46:29.679761Z digest=sha256:42c79cfe204855ecbb7090bf950d3d2b087a2e63fa05fa4135aec78d0dc3269a

Observation 253e9936-f87a-4035-b017-8c50b00a6a58 · outbound

This paper cites Unified Reward Model for Multimodal Understanding and Generation.

Transition Matching: Scalable and Flexible Generative Modeling Unified Reward Model for Multimodal Understanding and Generation

Reference 47

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source=arxiv_source observed=2026-08-06T21:46:29.793748Z digest=sha256:7bf12dcda56906c40babb5da36c23fa91c3fe1627ed7c57d40bada418a142ea0

Observation b7223c85-c7ba-469f-9112-374f65e3e10c · outbound

This paper cites ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation.

Transition Matching: Scalable and Flexible Generative Modeling ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

Reference 48

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source=arxiv_source observed=2026-08-06T21:46:29.880049Z digest=sha256:c3471d830cf98f2e2d455802ee71260501b968c915dbd10cdc41b6b8169c19e9

Observation 381f61d7-d2d9-4054-bfc9-ea76971d22e4 · outbound

This paper cites Restart sampling for improving generative processes.

Transition Matching: Scalable and Flexible Generative Modeling Restart sampling for improving generative processes

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-06T21:46:31.352673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T21:46:29.953320Z digest=sha256:4df7bfb1b69a7a0672f95790c263811536a447c228329235e5fd56734ffc7327

Observation 7a3f9439-58c5-47cc-b882-9af5fc5adb6b · outbound

This paper cites Teaching large language models to regress accurate image quality scores using score distribution, 2025.

Transition Matching: Scalable and Flexible Generative Modeling Teaching large language models to regress accurate image quality scores using score distribution, 2025

Reference 50

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source=arxiv_source observed=2026-08-06T21:46:30.039409Z digest=sha256:a97d3abc8af146b3d4279cb4f766ca683a97ee2ad078f451b47c0124521bb7b9

Observation 2753b0f3-2511-4949-9bd2-e5eb3bcba558 · outbound

This paper cites Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.

Transition Matching: Scalable and Flexible Generative Modeling Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 51

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source=arxiv_source observed=2026-08-06T21:46:30.140725Z digest=sha256:9bd5b973b49a2f48274bf0a46e8cc39435b056f4b0dece9431d4668b98c572ab

Observation 3e051434-6923-46ac-b071-f1409063ba81 · outbound

This paper cites Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning.

Transition Matching: Scalable and Flexible Generative Modeling Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

Reference 52

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source=arxiv_source observed=2026-08-06T21:46:30.191271Z digest=sha256:e9fca03febf845126f55a4c462bde356a4240ed1044e30d2d9ef1089157aac70

Observation 0e8357b9-4e43-4915-bd7a-e156f6dcba83 · outbound

This paper cites E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling.

Transition Matching: Scalable and Flexible Generative Modeling E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling

Reference 53

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source=arxiv_source observed=2026-08-06T21:46:30.288176Z digest=sha256:74eb821bffee424c14fefd60991698f8874714254dcb8f05d6a202a839f6857d

Observation b4763326-5eea-4d78-a9b4-cb91a9010d8f · outbound

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

Transition Matching: Scalable and Flexible Generative Modeling Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 54

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source=arxiv_source observed=2026-08-06T21:46:30.330412Z digest=sha256:6843cabb468027692434d72e860b73645c18bc02f0495bd7f399f26b2617906a

Pith citing papers

Observation 5177adb3-8866-4c04-877a-6a6bbfc7a939 · inbound

Demystifying Transition Matching: When and Why It Can Beat Flow Matching cites this paper.

Demystifying Transition Matching: When and Why It Can Beat Flow Matching Transition Matching: Scalable and Flexible Generative Modeling

Reference 7

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arxiv_id, observed 2026-05-22T13:31:36.551775Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-22T13:27:09.343975Z digest=sha256:ea2d3a37283ea9824a4ad6b39260ea17ba530a1557ead73653bb8679f0481bd4

Observation 84ef9aa6-549c-4055-b42d-7b42edc44bcd · inbound

Transition Matching Distillation for Fast Video Generation cites this paper.

Transition Matching Distillation for Fast Video Generation Transition Matching: Scalable and Flexible Generative Modeling

Reference 44

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source=pdf_text observed=2026-08-03T10:35:06.589387Z digest=sha256:70715be73297de99d0201bb2c1d6b060ed4934bf2f4b7d93751addcaec51b785

Observation 66ecb35d-e604-4a03-bb7c-094e8d415f34 · inbound

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models cites this paper.

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models Transition Matching: Scalable and Flexible Generative Modeling

Reference 50

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arxiv_id, observed 2026-05-12T06:51:29.866660Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-12T03:52:05.779559Z digest=sha256:f61c4cc522749c06814779ede15caff83294b3b2af7bed492df72224d7bc8055

Observation c74f1261-69d9-40b6-b0c2-f173c98bf5c6 · inbound

XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling cites this paper.

XYZFlow:Scaling Multi dimensional Shortcut Flows for Efficient Generative Modeling Transition Matching: Scalable and Flexible Generative Modeling

Reference 19

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source=arxiv_source observed=2026-08-16T00:18:28.775943Z digest=sha256:10717f9f38a32104a31488257933b56e168694fea504c24a7989403a41357293