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Paper Citation Record · LEDGER

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models

As of 11 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2608.06768.

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

pith.paper-citation-record.v1
2608.06768 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:10:20.066007Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

58 of 58 outbound references displayed

  • verified exact2
  • verified fuzzy3
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e85eae8c-c8ed-4758-a503-426e0de72cbb · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 1

Resolution
verified exact
raw_fallback, observed 2026-08-10T21:10:20.591272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 0dcec8a7-91bf-4ecc-9581-6111abbff12c · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.232488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.656979Z digest=sha256:e3afd1da2b6087108a52519394b9c30812a880fd69979edb07e9aea4e04a5d3f

Observation d2760c3b-a1a1-443e-aae1-cef86a093465 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.661992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.661992Z digest=sha256:b3d99d03d4f6fc76d90ba970c744d956e1a3a3e20b8a7c395e0711932088b4ca

Observation 5bf50e22-a5d6-4d57-8ea0-6a0ba29559d7 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.204576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.672772Z digest=sha256:182b8eed605a5fd27fc481cd8743546a1ee15638f110f6983f10c0ce603a896e

Observation 6c5987d0-584a-4b5b-86a2-367fb7eaa586 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.187981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.677750Z digest=sha256:b86c470f4df52a88607ba67241cf6651319bdcdf44a62116a1e0ea309d0e5aac

Observation fce7fcdf-d7c5-4556-ad8d-d258d2f1cd37 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.171158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.682888Z digest=sha256:09c033910e19bad7bc90dfc3c74094753a4c01d47cce93140dc59102f3579c05

Observation 84c961df-a62f-492e-952b-0d79aaf71e27 · outbound

This paper cites Directly Fine-Tuning Diffusion Models on Differentiable Rewards.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Directly Fine-Tuning Diffusion Models on Differentiable Rewards

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.687660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.687660Z digest=sha256:494ac63dd906c1ae338e61b0e52d6811dce2d888318b03e42dc68d363260c4a8

Observation 1c5da6ee-4529-4203-ba49-f6e6f98fc092 · outbound

This paper cites Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.693661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.693661Z digest=sha256:9ecf160e9fc60c346b1fe86b919cf7ca48666bec239cea207632625698e66214

Observation a344af90-f00a-4d98-a0a9-1a8aeb2d47bd · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.155917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.698942Z digest=sha256:a0a788f2f09ac7b0ea5d4ff54d1c2cfb81f770ecee1f1260e86d826e1a9562ca

Observation 31ecbaae-2295-410d-91a4-e33d612dc1cd · outbound

This paper cites Transductive Off-policy Proximal Policy Optimization.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Transductive Off-policy Proximal Policy Optimization

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.704141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.704141Z digest=sha256:4736f3ce50b93fdd198476ca0d963319f0e8944f0487b098e0b1b1ed7746cede

Observation 4abcc6a9-1be6-437e-a63a-b91872394fa6 · outbound

This paper cites Reflective Policy Optimization.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Reflective Policy Optimization

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-10T21:10:20.427087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.709985Z digest=sha256:5432637d6dae919eee86f0ab29f0d11be417b5900c04cd865b13d6c95bcb4c81

Observation 0e34ada3-8d40-4eb6-933d-efc013ec9806 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.140104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.715522Z digest=sha256:c342df81622aa12b6a606d071f5dad1c9aba0cb2e669d877f080b159407438f3

Observation b16a7c57-6d92-4529-9855-37eda16c1616 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.123749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.720563Z digest=sha256:ada86ab1f8d35cc3b1d5748c450097469753347542a5747a86647ec8e72551c4

Observation 1e20de66-5973-4e00-8e41-bd2849be16dd · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.105688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.725299Z digest=sha256:b822ea0eadb4456f733e58593b82424dbabd3fafd9b740f6e3f7d4ecec0fda3a

Observation b659acc8-9a36-4ef6-bde6-2036d16ee0de · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.730455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.730455Z digest=sha256:8fde72c3e7781995a8237c7b1530af468ed07f2238bd9111246525aa7af41954

Observation aeaba728-0091-47dc-8f92-5d7114b55a31 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.077301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.735237Z digest=sha256:d684f29d9edd06f446939fc372e905f9f3f514dd2abc87503aaa06221439c8e0

Observation 52750bb2-a60b-4593-bc90-68b32cfaec8b · outbound

This paper cites Measuring Diversity in Co-creative Image Generation.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Measuring Diversity in Co-creative Image Generation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.741060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.741060Z digest=sha256:c3d4d57b1f61d6b98b43b080c52b086460a36a54723c8faa4ccf5f325364a10d

Observation 880c2214-b097-4517-a429-be16c7a0bf4c · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.746757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.746757Z digest=sha256:07aa98e6907238e4079d48ec731c70940d26796adaedb70bbb0712d420665347

Observation 847ab177-73de-4d58-a580-3957970ffb30 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.044956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.752173Z digest=sha256:c5626ce19fd55cd04880b13e03bd01192db8ab9ba49276c5948622508b1bfe1d

Observation 770f287b-3a13-4bea-816b-0aacdb258b50 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.025663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.756891Z digest=sha256:2a078901d947a64c0ebc241ef6cf432debbbd0adf2792dc8b2bca65b5a228829

Observation 51def8e8-b57b-4a8b-bbac-6f7c6bdffadd · outbound

This paper cites Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.761669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.761669Z digest=sha256:e8053ec139a1659b61cde6ec0b52d7b6e348a02318f41bbf8d7a8eedec748391

Observation 27c62135-99a0-430b-bd66-0b8d19b1d14b · outbound

This paper cites Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.766565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.766565Z digest=sha256:a309184c8cdda9d154cfc0bfdb7e5b919bfed964d9c03705bbb908c67b7dc0a4

Observation 66d650f5-c8c1-4883-8653-ad94833bcd11 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:21.003455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.772400Z digest=sha256:c2ccb44bf40be29054315289cf0bba1cc527ff0d8dcc22e1b865087768deef06

Observation 7a96106a-5ff0-4410-9f89-c55b237e2bda · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.985189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.778396Z digest=sha256:37bdda8eab4d516c0a6ca2b4b56314c57df3794c5158aea19e08f510a7dc2627

Observation 18672bf2-4cfe-4a75-876f-d63d2aaca8ec · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.962811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.783136Z digest=sha256:072eec4ed9338a705c1907661bfde588bd4531c6535dfdf8a2d5c6dd9a08e974

Observation e0f703ed-7fc8-40e0-8665-ce89aed7d48e · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.946556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.789024Z digest=sha256:f059e90a7f154d47920ae3c55b0f823cfeceb1b1f0a19ed5b071d5252b1dacc0

Observation fd6571fb-6396-437e-af1b-c326632227aa · outbound

This paper cites completely blind.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models completely blind

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.793981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.793981Z digest=sha256:3acc0fc20efac24b8708bcb8579f2ad556e5d217d65082706ce2d3f9a9d95ccf

Observation 5f4cba99-5d3d-44b9-a1cf-c481bde36298 · outbound

This paper cites Feedback Loops With Language Models Drive In-Context Reward Hacking.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Feedback Loops With Language Models Drive In-Context Reward Hacking

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.799334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.799334Z digest=sha256:46a2103a7907d5f1982de35a0d42c76269742b15c51373dbb7f3bc855e5bf92f

Observation aaf829dd-3eaf-404a-bcbf-710ca2876fca · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.915385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 81ab6581-f2a1-4a81-aac5-3380bddcd751 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.895763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.809665Z digest=sha256:46dab82b70b1323742e2ef4cd521b353227cd4a1c82caa9d0b57be0c20424867

Observation 8be76fe9-ede5-42a5-92f4-0589ed3f4e54 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-10T21:10:19.814934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.814934Z digest=sha256:db4f2025d61827459f7a7e0efe681feb9567a3f354ffb0207be2301d4a0bc548

Observation c091bf78-ba7c-45c7-aaec-56fe273dba34 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.863885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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Observation 780267cf-4aa4-4a53-b3ed-f4cb71e3ee23 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.825451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.825451Z digest=sha256:adbe37704c2147becbf5aa1cf4ab12df8516328fb23dd299e84e00a9b523fe81

Observation 00c8314e-880f-4837-8057-05df6a3ae9a5 · outbound

This paper cites Aziz, Rosli Besar, and Anith Khairunnisa Ghazali.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Aziz, Rosli Besar, and Anith Khairunnisa Ghazali

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:10:20.832415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.832211Z digest=sha256:5842dcc50402fc3c40f7345500b907a9c375b45dd4e23b250c219a645e5a62dd

Observation 5b5a57bd-2635-4fea-a22a-bbda5f2f585b · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.812813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.837990Z digest=sha256:4214ab1da29726e783a324d95770baad7eba1113231d5de69034faed5bff8edb

Observation c5fe496a-b5fb-40da-bcae-25cb4b31ac3e · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.843138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.843138Z digest=sha256:d72e647b09ca817c246f65cd43bc99cdfa79abd5059542f98e0ed28a3bbe0202

Observation 37541b51-ca5e-4dd2-9510-0099f4237fd8 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.853219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.853219Z digest=sha256:69301fe604f3210a52d04efbf081aee7494ad4d53d9bbe73178a74127bf37150

Observation 7679d678-5250-465d-89e0-f50e65a19665 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.857912Z digest=sha256:278d1a4d238ebc78a48005e87b2027a42ed94a9eccab315559fba2b34cf12ac8

Observation fe9bfea5-9925-4bae-a567-559b8c58563e · outbound

This paper cites Steering Your Diffusion Policy with Latent Space Reinforcement Learning.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Steering Your Diffusion Policy with Latent Space Reinforcement Learning

Reference 39

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no resolver link, observed 2026-08-10T21:10:19.863089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.863089Z digest=sha256:c0a0af3741977df8ed4babe0268e7ec9e21ac9856609aad114a06957d5310fbc

Observation 76fbd382-276d-4c9e-9126-47064dde7b76 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 40

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:19.868950Z digest=sha256:cba7dda03eff27db4b1af080177ea9efd8d89e475f4d1c5ece389d6ae4860aae

Observation 3585002b-eb39-43a2-b574-a5d0792eb52b · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 41

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.874318Z digest=sha256:b426b07d01987a17b906bcabd03c6a0792463a80143b89e17971597655b01491

Observation 49b894aa-7e2c-4e5c-a443-4b9fae84e474 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.879227Z digest=sha256:4e098300a20d4d357172c21f5ece146854b5227a46ed7787f0494ab049e0228b

Observation b303e609-b644-420d-8275-3eb5c8c5c215 · outbound

This paper cites Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?

Reference 43

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no resolver link, observed 2026-08-10T21:10:19.884241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.884241Z digest=sha256:2fb818a351953e85981bac5ac4a09fde8c3efc80c5d8fd83e761495f05263903

Observation 08d6149b-911d-4bcc-aec2-1c6a8029b0d7 · outbound

This paper cites Pixel-Space Diffusion Transformers.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Pixel-Space Diffusion Transformers

Reference 44

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unresolved
no resolver link, observed 2026-08-10T21:10:19.889473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.889473Z digest=sha256:3bedd57f9105384dc8f7acdba7bdea55e756ed80dfc3a937754520f8041f7321

Observation 93a1de99-e697-404e-872b-87f9599d8995 · outbound

This paper cites The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective

Reference 45

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unresolved
no resolver link, observed 2026-08-10T21:10:19.894828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.894828Z digest=sha256:924da7b737432c93d3b0ab20e9fcffa6044670444c22cff0321d97c1b155a723

Observation 43cab74c-3232-401c-8814-02374aa88475 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.722678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.017099Z digest=sha256:76bfdff633b9590e1c92020a9ec78729ccb542a204e368ff2a4ae8c5a6ece894

Observation 5e4ce8a9-74c7-4239-9cba-a85c0e55210c · outbound

This paper cites Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model

Reference 47

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no resolver link, observed 2026-08-10T21:10:20.022821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:20.022821Z digest=sha256:340dcbb1158e0a1f6662b66cdca7a311a1ec4c04bb03e7566a2a049ecc283a69

Observation e84d5e05-6afe-4353-849c-b538f81d0662 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 48

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no resolver link, observed 2026-08-10T21:10:20.028913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:20.028913Z digest=sha256:329cca96ebd53d1a6d33b7e0c0eb2f6834f8935512afb94f734fc940e42242b5

Observation 57e7ecd0-709f-4b94-b5df-02af9639f4cf · outbound

This paper cites A Survey of Reinforcement Learning for Large Reasoning Models.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models A Survey of Reinforcement Learning for Large Reasoning Models

Reference 49

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:20.033983Z digest=sha256:e84fc088c86ac8c49477d4ab57ed77e35bd480488bd55a34f97c482253fd4427

Observation 882f8639-0ed3-4235-8a5e-06050637f15a · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:20.038668Z digest=sha256:e1a17ab1a7819074fbad8e3b7c1fbc06f9bde0e7f9aae75ab71bc9f65d9ec3a8

Observation 7e084077-919d-4a3a-b852-a78e6a6496cf · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.676946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.048467Z digest=sha256:e86e5d604900b319bb8122c70a61b560549a4a9690cda2d6ff1db9833e7a305d

Observation 7a700dca-315d-49ae-ac1d-0cb60852d265 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.659134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.052573Z digest=sha256:72d303c17177af51159c83aab17bd3472593b962e76cc89705fafbb46d4a6621

Observation 2e30dfb4-78fb-451d-bd2a-77b3339b9cc9 · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.643710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.056561Z digest=sha256:ea03829a4f68d9c82d68a2d9a2a6b0f6b43d4dae68913f5ac4b49365cdbacefa

Observation b955764c-9e9a-4441-91c7-513767a5808a · outbound

This paper cites an unresolved cited work.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:10:20.608639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.066007Z digest=sha256:040e1cb8f57f9da03c118d445c72e9977d1ca1d61a3f31ec2192aa9a98981d07

Observation 820cb1d0-938f-4247-ba26-b78bdb2bebec · outbound

This paper cites Proximal Policy Optimization Algorithms.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Proximal Policy Optimization Algorithms

Reference 2017

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no resolver link, observed 2026-08-10T21:10:19.848177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.848177Z digest=sha256:4b219e4bf487bfecbd20f4ea1f3b9db60d87ff05d49adbf2fb06af33e066041b

Observation 1cbdbbf8-6847-4206-a5da-f44aa7b7c379 · outbound

This paper cites In Computer Vision and Pattern Recognition.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models In Computer Vision and Pattern Recognition

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:10:20.692938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.043075Z digest=sha256:2cb00add792e25ac96edb9cfaf9a95feb3b32146448bfb848c0d00ac5f3fa988

Observation 4f279328-3934-4572-962a-b11a5f4df04e · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models Training Diffusion Models with Reinforcement Learning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T21:10:19.667261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.667261Z digest=sha256:46e57cb06fbacdac19858ef3cce821ec67739f5fcf3623068d81d7dc89252322

Observation 74779d61-c6ca-4047-9ea4-8bbee06f03d6 · outbound

This paper cites InInternational Conference on Machine Learning.

Explore or Converge? Stage-Guided Per-Step Optimization for Diffusion Models InInternational Conference on Machine Learning

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:10:20.627232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:20.061377Z digest=sha256:4ce81cf14ae507c398ad8cce23756bcc782b901e61be8b3a69309695cc707c35

Pith citing papers

No inbound Pith citation observations are available.