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Paper Citation Record · LEDGER

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future

As of 21 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2605.30553.

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

pith.paper-citation-record.v1
2605.30553 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

7 of 7 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 747abdf3-d7ad-45b5-af0b-9637e9986c27 · outbound

This paper cites Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-29T08:48:10.444113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T08:48:10.444113Z digest=sha256:e25cf36a05986fe81d425870213aa62c16840084eac3b0c01139a0c872031984

Observation 73d2e763-5016-4c16-b33d-80eb232bee2c · outbound

This paper cites Diffusion Schrödinger Bridge with Applications to Score- Based Generative Modeling.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future Diffusion Schrödinger Bridge with Applications to Score- Based Generative Modeling

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-29T08:48:10.444113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T08:48:10.444113Z digest=sha256:407af7bd74b4245665933dd12ab7958397a2b22d63f811179c93dde075e3859c

Observation 7bb60e64-6ab6-49a8-bfb0-ab18c450b356 · outbound

This paper cites DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-29T08:53:16.012929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T08:48:10.444113Z digest=sha256:40d2351736cc26f86bbb56156a918e9abffc70ae426729792197ba6716719b71

Observation 6d6918ba-8a96-4708-9bb9-e23eb842ae1d · outbound

This paper cites Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-29T08:48:10.444113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T08:48:10.444113Z digest=sha256:96555893ad1fa4f9c945fc5d1ea73ac2927ce91cc5edbc8eacc0224a6b89b2bd

Observation 9e526191-1900-4a1b-8122-9e08a03d90c7 · outbound

This paper cites Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-06-29T08:53:15.469422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:c3842272fac45ede7f8ccb4f9db0d22d99270aab24c07efed876042ba3e4ce71

Observation aa660b71-f2c4-4ce5-943c-d62d7e873623 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T08:53:15.466513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:c115c33ce38c1704856571a80c994260c82e30c5e403c1678f7bfea40185398d

Observation ec628fa6-2a96-4ed3-abec-ae7ed15e5537 · outbound

This paper cites an unresolved cited work.

Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-29T08:48:10.444113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T08:48:10.444113Z digest=sha256:76955fc1ca29c0526b58f1773f822119d0264270043427ed73b26de7b29bc9b7

Pith citing papers

No inbound Pith citation observations are available.