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Paper Citation Record · LEDGER

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models

As of 12 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.08082.

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

pith.paper-citation-record.v1
2608.08082 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:34:11.825349Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

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  • verified fuzzy25
  • unresolved38
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd53723e-dece-4af0-86bd-d2fe2a20d4af · outbound

This paper cites Large Language Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Large Language Diffusion Models

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2f0faf1c-df54-485a-82d6-6ff694a8eb93 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 2

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no resolver link, observed 2026-08-12T00:34:11.504273Z

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Observation 4a074b38-ad25-448a-8134-9eda1c186f0d · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Machine Learning (ICML) , year =

Reference 3

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no resolver link, observed 2026-08-12T00:34:11.509283Z

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Unavailable: canonical work link unavailable.

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Observation 80c68659-05d5-46b0-91d7-8192d7e104a7 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 4

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no resolver link, observed 2026-08-12T00:34:11.514544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.514544Z digest=sha256:c4cb9ca0eeba621da4d20479afd1c9c8c7a00e4d63b79b4ee11bae66c1758c1d

Observation 2deae96c-0d1a-4417-9b47-f784c7a9db08 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Classifier-Free Diffusion Guidance

Reference 5

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no resolver link, observed 2026-08-12T00:34:11.520109Z

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source=arxiv_source observed=2026-08-12T00:34:11.520109Z digest=sha256:283db5b7864c071698e38979bbf096b8e315d75e46a9f2ab7228ffa3f35abe6a

Observation 1ddd522a-d96c-4b39-b641-cdc618a1ce80 · outbound

This paper cites Diffusion Models Beat.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Models Beat

Reference 6

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no resolver link, observed 2026-08-12T00:34:11.525841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.525841Z digest=sha256:940c9f1ca28b7c304e934da3af3e330a7229e6882e1c9f344a77fa096329f03f

Observation 9d684765-68f2-415d-b318-1068a8f0956a · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.532068Z digest=sha256:50a054bc5acb606a50300a723c040ae082ba9c95130f2e96a99d05195d31c7b0

Observation 12fe475c-6e83-45a8-9a13-a70f195989b6 · outbound

This paper cites What Exactly Does Guidance Do in Masked Discrete Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models What Exactly Does Guidance Do in Masked Discrete Diffusion Models

Reference 8

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local_arxiv, observed 2026-08-12T00:34:12.521466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a3dadb03-5882-4e35-82ab-8f28e518a116 · outbound

This paper cites arXiv preprint arXiv:2507.08965 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2507.08965 , year =

Reference 9

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no resolver link, observed 2026-08-12T00:34:11.542573Z

Source-reported events for the cited work

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Observation 9a7529fc-b006-4540-9b1e-5fe22326469d · outbound

This paper cites NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) , year =

Reference 10

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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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.549625Z digest=sha256:2f4d740ef953505f9eb54f3335e3ba3e816d6e063c989cc238229d5f1df39e68

Observation e984b52a-71f6-478f-b61b-334f2719407c · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 11

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no resolver link, observed 2026-08-12T00:34:11.556038Z

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source=arxiv_source observed=2026-08-12T00:34:11.556038Z digest=sha256:4f68f3bf970124872bceb222f4e81060f06bf865aa176b16158c1bc6d3de0bb4

Observation b775f97b-2214-4b53-9591-2f7ee9389f0e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 12

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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 2026-08-12T06:34:41.77262+00:00.

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Observation 6c5d814c-4daa-44db-82d4-faf1f2efc80d · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 13

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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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.566476Z digest=sha256:87dba18c6720f6711661f3cc7b0906b8ce856d72439d2dc679a6325587946792

Observation a766f448-9d18-4983-8979-57bfb92518bc · outbound

This paper cites Analysis of Classifier-Free Guidance Weight Schedulers.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Analysis of Classifier-Free Guidance Weight Schedulers

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.571453Z digest=sha256:d9a030aae7f4e00c7108b58e92b98c5b0120eaa5623d828c1b7aa4fd3f096191

Observation ca563cba-aaeb-40bb-a1a0-539814c3f9c5 · outbound

This paper cites Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 15

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.576612Z digest=sha256:9039893068b083fe620d6d59c5d7640d961083530a77d721978cabea7d2c8cd7

Observation ff77aa10-1b95-4c0a-9c4d-1998e8cfde69 · outbound

This paper cites Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models

Reference 16

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local_arxiv, observed 2026-08-12T00:34:12.398481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.582069Z digest=sha256:f332aaa52bf41f231a3d617ff264fbc9caafde739405c42ce27f7fadd6accaba

Observation e4a9db4a-ed91-4d99-bb55-90455a769b4e · outbound

This paper cites Journal of Statistical Physics , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Journal of Statistical Physics , volume =

Reference 17

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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 2026-08-12T06:34:41.77262+00:00.

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Observation 7a15a3ae-cdd9-453c-9e00-7f9e2a463c74 · outbound

This paper cites Annual Review of Physical Chemistry , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Annual Review of Physical Chemistry , volume =

Reference 18

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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 2026-08-12T06:34:41.77262+00:00.

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Observation d7c042e4-6650-421d-97da-e73b3b805fb3 · outbound

This paper cites A framework for conditional diffusion modelling with applications in motif scaffolding for protein design.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A framework for conditional diffusion modelling with applications in motif scaffolding for protein design

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 91bf574a-2513-41ec-9742-2c250f73979a · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 20

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation af7bc467-c116-400e-93d8-2be8c442403c · outbound

This paper cites Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.608033Z digest=sha256:e49abb787e09e11a7d933e7d5b163f6593136e6f8fd27b86738f5a7d8998353e

Observation 8cb3a6e4-33a5-4ace-89ff-403148c76624 · outbound

This paper cites Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach

Reference 22

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Observation ccf7635b-c56e-4e9c-9eb1-5dc11e49c523 · outbound

This paper cites arXiv preprint arXiv:2509.26488 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2509.26488 , year =

Reference 23

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no resolver link, observed 2026-08-12T00:34:11.617822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.617822Z digest=sha256:644dea9fa76ac45fdac8b0e6f8349b6246d685d542aa4a798f16cb2252ea1a6a

Observation 52ed6572-ed38-4c20-a406-f40426d9893a · outbound

This paper cites arXiv preprint arXiv:2601.02076 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2601.02076 , year =

Reference 24

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Unavailable: canonical work link unavailable.

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Observation c2c389ee-b218-4de9-b7c1-363c92527f41 · outbound

This paper cites Findings of EMNLP , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Findings of EMNLP , year =

Reference 25

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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 2026-08-12T06:34:41.77262+00:00.

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Observation 90b5632f-fe19-4e5b-995f-9e0aa146f5cf · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 26

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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 2026-08-12T06:34:41.77262+00:00.

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Observation 2a875d09-8850-4980-93ac-4ca1ac57fd50 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Instruction-Following Evaluation for Large Language Models

Reference 27

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6868bb4e-2177-4e9d-8028-ed3e3c6147ca · outbound

This paper cites Controllable Text Generation with Language Constraints.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Controllable Text Generation with Language Constraints

Reference 28

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unresolved
no resolver link, observed 2026-08-12T00:34:11.642591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b9c72878-bd76-4b4d-8623-43c07ae5569c · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 29

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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 2026-08-12T06:34:41.77262+00:00.

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Observation 1897f019-62c2-4d3a-a621-7412727b1e21 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 08a83005-44d9-4e13-b64c-17dbc2bd6fa4 · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 31

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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 2026-08-12T06:34:41.77262+00:00.

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Observation d08a839e-6f8f-4e69-8f91-e8e44c7b607b · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.948019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.661094Z digest=sha256:0fd1f9d9001dccfc77e620575dcc6247a0c26d19ad3d38cc230c115a52ea62b4

Observation d61b4674-57e0-4f72-a239-15223180234f · outbound

This paper cites Nature Communications , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Nature Communications , volume =

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.932449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 7dd71ab9-916b-45da-abc7-24055cf36786 · outbound

This paper cites Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53c6a860-bf92-4b1a-b6f0-4581f57abb2d · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 35

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no resolver link, observed 2026-08-12T00:34:11.676173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.676173Z digest=sha256:9fa7be549390d97e851deee5fc1613a891c40f98a2e8cdc380a4c6bc6f11098f

Observation 1d34bc7b-7e42-4a67-ab95-e58a292eb47d · outbound

This paper cites The Entropic Signature of Class Speciation in Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models The Entropic Signature of Class Speciation in Diffusion Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.681238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.681238Z digest=sha256:500e269841ee2566bb1b9300b72244944eee7133fe027ca861d1685c08be3bb3

Observation f882c8ce-fcba-4ba7-8be5-6457ba25dd82 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.904522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.685991Z digest=sha256:b7d8fe1bddc47ad5e97103986f2ffe347726f0fe31c47bf5f4abbd1d430ea5c1

Observation 6d73b401-81d3-4136-85de-cc78249111c4 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.887190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.690287Z digest=sha256:e39d23a123f33119edc6154a582aa2e91f23ff9170671afa1192bd7154495524

Observation 619b8581-3bf9-4041-8883-97776eb97757 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.870493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.694967Z digest=sha256:4ac4415b307a7d419afb20914a8e29055fbd57da7475e60df361775725ca2f79

Observation 4587e0a5-4056-4395-86cb-d38161f776f4 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.854240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.699674Z digest=sha256:83ef3c97221e049368f6a11229a35022116f2fa990495a57d7e647833383c34b

Observation f8438fe1-b470-4fd2-8034-3f4288f461a2 · outbound

This paper cites Conference on Language Modeling (COLM) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Conference on Language Modeling (COLM) , year =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.837865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.704793Z digest=sha256:d7c46ac8fe261bd235a207b8f645e7fc348c383f7624471fbe5996f6dfeab918

Observation 3f2ada8b-4672-46ec-a114-dfd2f5f81628 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.821050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.709452Z digest=sha256:d0aeacd715cf5316d97c921dfdf2df2d99b1cc9a9a02cfffcab082ae74845d15

Observation 1381a012-52dd-4abd-ad06-f78c8e2bec67 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.714337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.714337Z digest=sha256:15ade9e2c840a2ef3cc9b6d7db0d4123091754ac31b339cf405f896579dfadcb

Observation a009e578-9858-470a-a4b4-ac167e27e5c7 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.794442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.718909Z digest=sha256:05993b67a0b70cf94591152c2dceeb02a6190cd7210b740c391e52d124dbe80e

Observation 5c3c790d-59f8-4d24-bd99-2dbc98cd7081 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.777066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.723372Z digest=sha256:f0868ef06ccb09a8d5dc71ec9e6f7f49ab06a14faadf9155e9705270adc5301b

Observation 91afad67-093e-475a-ab27-d35067dbc713 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.760404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.727894Z digest=sha256:28791bc90bac5d81b5768cd902af63d1d9d35a9c7df9ab2569d29613fa2ccf4e

Observation 2a0c8db2-ce84-472d-8818-355dc13af91b · outbound

This paper cites Discrete Flow Matching.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Discrete Flow Matching

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.732587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.732587Z digest=sha256:53f7ebc031d484b65872d5034194d8b726753a984695f0e1ce7e24c09750e4ee

Observation d9e3cf81-93f2-4b23-b488-7506f9969369 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Machine Learning (ICML) , year =

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.744545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.737639Z digest=sha256:6960c8d72e5512675bbd1aba79f2fd12fd9ef59e08e37559ee39a48746ca3b4c

Observation 862b17f2-b80a-4b86-a3aa-ae9eeabe1b10 · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unlocking Guidance for Discrete State-Space Diffusion and Flow Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.743333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.743333Z digest=sha256:9022db76ba898563e662eb71a579643a35ee59c08c1d20b5e26e9eb293219a6c

Observation 90d2db36-aa2f-48e9-bce2-676b510f6b20 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.748756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.748756Z digest=sha256:930c5968bcb696b74769505855730f5a293bc7dd54ca4dd8cb23c03670d09c4d

Observation 095dd7e1-bea5-49ef-ae47-20a96f5b380b · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.718039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.753743Z digest=sha256:780c37817280f95bf0e1dec8cae64a889d7216b233a9eb1c3a3bad8528d4b4bd

Observation 8ca47ada-dde1-4e2a-addd-9e5ca4b9775c · outbound

This paper cites IEEE/CVF International Conference on Computer Vision (ICCV) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models IEEE/CVF International Conference on Computer Vision (ICCV) , year =

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.701747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.758396Z digest=sha256:3b8ebf58a0ad89b65083626237c586f0158b70ba30e26e819abb498315d291b7

Observation f2a25a92-c35c-4f9f-a1a7-9961a0cbee8d · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.683528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.763157Z digest=sha256:42c320842b26719c618bbdd2e7195515adcc153f397b87ce4d473e29782c4e38

Observation 541a9eb8-13db-4b28-8d49-5fc5b4131483 · outbound

This paper cites Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.767909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.767909Z digest=sha256:9467b0c3fc68eaa408959032b985305c559434c3161ff07e2e8ca31ab4fdb21a

Observation 83dc79b6-09aa-43bb-8cd2-6ed2320f570f · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.665468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.772656Z digest=sha256:d5bcb1fcd03f85bf56fbd137084d535dde09467f1738064e95f676e0e9603946

Observation 995182a3-2de8-48b7-9b54-b945858f6194 · outbound

This paper cites Path Integral Sampler: a stochastic control approach for sampling.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Path Integral Sampler: a stochastic control approach for sampling

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.777500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.777500Z digest=sha256:c28023fd6bafb5277a1caf178e2b0a7df23323f2efe32a8fa407b3e726961031

Observation 3eb8b4df-ce14-4628-9aaf-28078c5dad52 · outbound

This paper cites Diffusion Schr.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Schr

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.649496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.782615Z digest=sha256:3db8a1955b64509b87d434b99b36a4ac5de67caf881c94157f160ba46a4bf43c

Observation 3fc55a90-1a70-426c-ac05-84f7f84e278b · outbound

This paper cites A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.787257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.787257Z digest=sha256:63230da7b718bdff015fa4da7a9d955871abd876741168c7b839ff988242dd90

Observation 0426896d-a22a-4a2a-ba39-ff3f301a569f · outbound

This paper cites The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.792110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.792110Z digest=sha256:97851747aec6da2a08edb9be09a3a96a483aaf84a9b4f311cd54ab100df0e613

Observation 22b91b7e-ea9f-4e67-b9e6-d4b3b6b13b59 · outbound

This paper cites arXiv preprint arXiv:2602.04404 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2602.04404 , year =

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.797014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.797014Z digest=sha256:8cde73c245670f8d447d25b392444f34e843f9e6e28a865d708da0f915c926ef

Observation b40f9dee-2027-4ac0-bf1e-0dbc17795298 · outbound

This paper cites A Fourier Space Perspective on Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A Fourier Space Perspective on Diffusion Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.801404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.801404Z digest=sha256:31e0e3028a4e2601c52899eefc238bccb55f437b40c53a48e2025ef4c6ae5e72

Observation 64c6f1a2-68fb-4718-8d2e-9d93550a0041 · outbound

This paper cites and Xiong, Caiming and Socher, Richard , journal =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models and Xiong, Caiming and Socher, Richard , journal =

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.633491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.806192Z digest=sha256:16ad25b8533712acc496df41073bbc6997a53f899ade5c7439aa0d1a5a8d9a01

Observation 35741012-8a45-4f63-a9aa-5b0546786bdb · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.616729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.810776Z digest=sha256:79eb170e6d428cc5163fac942bc0d91bdeff6f7e1bd4fe7997517cc51416b3c0

Observation 444ccb84-20e0-47cf-b7ab-7b4f288b31e9 · outbound

This paper cites and Choi, Yejin , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models and Choi, Yejin , booktitle =

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.815538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.815538Z digest=sha256:90718f8d69965c84eb6062212a5e9553f2efaf966b3984661de33d9718cc2e32

Observation afdd91fe-d517-462a-8ee9-118b72bbb630 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.589639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.820620Z digest=sha256:08ee713e810bf24ee2e9a227332307bbcb7a6a0349a68696405262b4515a05df

Observation 02d0c5bf-330a-45f9-84b6-507bedd10699 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.573178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.825349Z digest=sha256:fc42bf6f58fa61bee26e8ca9f7fe22bd092ec74127d0dc9ccc6e376d8fb53f13

Pith citing papers

No inbound Pith citation observations are available.