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Paper Citation Record · LEDGER

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

As of 14 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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

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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=sha256:341f592b53a1533eb74d91b9886f700e7816245da864782160fc053918618560

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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.677750Z digest=sha256:1e6ed951dc3b850396ca01666e12d25890ec00c41278a9a86ed3e82458a6e0e1

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.682888Z digest=sha256:f6ece892d71617d22843ee9dd5a5d3738d9afab4498a9e2f43a3b7514ceca1d3

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=sha256:053cb1fb2a1e3ff507ce746845de835d4a62b3395e13c073040057065cb0595e

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:cb1bf4c55fa77c81efd7f5e3c6580cd17b24fc0eee97be1e8433f343b2dc8991

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.698942Z digest=sha256:71926b9223be3b91b3fff138cd7e66e4f91d4fb6c1db096ae8cfb226f73fa95f

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:a7335c0a4c347875f28635edde7721629f743786b07a868e6bb8b65bdb49756f

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.720563Z digest=sha256:77bbe873b850a7ed5f8293e4def477045c1e88e2d1e8d92acbff08036d94c9a2

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.725299Z digest=sha256:e9f58e5dca2b77baf557b8474df95f3f22a52dca2e7d73096a0576fd38bf559e

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=sha256:6d22b2de75ab9c0a0da0f1d9d84221eced5bafa6345c1da38015ef003588832f

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.735237Z digest=sha256:9705a00db6d31725d9465bc33af336860fdfacfed888305275d5af78992e6e93

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=sha256:7c6a06d997ea206f7eef4713c06a8ed1ada8c28a7c80d00afe48cb6067c61ed3

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

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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:ab982b8ca10b9a1de2683721d490ec5a42939977db5b9cdd1bf5110de1535145

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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

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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:f352e5c517b201ea158e4580b5f34298ac360e905dc2739f48ffc11dc975a38c

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

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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:b14fbfce4b8c218f57d3a220b316065d907351dc2a17e9c0a78090110c34290e

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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.789024Z digest=sha256:e7b21b73e2766e6c82925650ba1ca2549fc8f18962e3a727a2b9c09561c068a5

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=sha256:629133648ad9ab7a1b8469ae804ad134618fea3cd5c6ad6a51c248a33117f86b

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=sha256:51602fec342e813a2bf8744fc080d1b506605577f4f50c660bd13e42112fed81

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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

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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=sha256:87d77a2e755d99ae275f4fcfe11957564a86066e8ad6be7765c7a52daddc2d64

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 2026-08-13T06:32:02.005865+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:dee3b8bd580a85918135862f54097253cf1c8b01b1ca0c05f195f96801e99cfc

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 2026-08-13T06:32:02.005865+00:00.

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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 2026-08-13T06:32:02.005865+00:00.

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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=sha256:906b690a49999c774491490d1163daa1c93cb281a2e003a44f761121652ccddd

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=sha256:569dcdd3a330146b7d24ece20aebe9724cfca97eed6385f22d72e2c5e89897b5

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.857912Z digest=sha256:18c08f0a8ecc8b4da57b5656aa80539bc9854287394f567fc905a61388a1c9dd

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:db2318dcef224e0561a20139a6ec7c0521dfdb51c78fb92a2f8f481d55454c19

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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no resolver link, observed 2026-08-10T21:10:19.868950Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:19.868950Z digest=sha256:524f579feedacdc3164783e6f3586e4b5eb3ba0f8f9586e77d56d3e5c79be2c8

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
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raw_fallback, observed 2026-08-10T21:10:20.752507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:19.874318Z digest=sha256:612c137bc8de5d2eea4d60fd3fe79f3c052e573c2607a9fbc1fc88f1b9a7e2e8

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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no resolver link, observed 2026-08-10T21:10:19.879227Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:19.879227Z digest=sha256:6e89d46bd76c8df14bde690ba6747990eef10dc6bb7716c7d3e8b10d0f416403

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

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source=pdf_text observed=2026-08-10T21:10:19.884241Z digest=sha256:31a9700e8bfcdaa9542d85f6ea5990530190512a992fc5e3d1d4dffce6c21cf9

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

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:19.889473Z digest=sha256:390fd096daaac8983485fb30f0b09b7fab7db21d16a46c84bf524847b02c9954

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:19.894828Z digest=sha256:7e3699a95e19fb3704dcf1de8acdef3130b098b612fef6faf69acdec3c3d267a

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.017099Z digest=sha256:3a1c74d12da3cd94a01b6235482f5417e60ea3f0ac41de79c783520cfe7eb182

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:c01979adc54cdf7d0ee408f9377497ab53acb5a16322f429118fea8c0c096e4f

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:20.028913Z digest=sha256:ed7264c8cc23177ddd12c78d6a7e34190fc8c58b81e8f75e3c2f63624036d3be

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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no resolver link, observed 2026-08-10T21:10:20.033983Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T21:10:20.033983Z digest=sha256:1f4b3616f73fcacff8f8eeef14124469b0251fecce82318661ec094b9c18ff59

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:cbe20175cc82146daf1e6761bb5478d4ea5c2ee37af6007b76f450a30f8ec2e0

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.048467Z digest=sha256:aa5c3c5d4ecef60c7f03e22d84953236e206df93ed83246465d11c1a27f0100a

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.052573Z digest=sha256:1a761b6ce9be6b81c34ecf7808adbd9f80b35f6858db16b2ce66664b7fa78733

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.056561Z digest=sha256:7197ab81426f2f778c42d00cc8d7bca3b5a27c7e1e7a515d23e9d18cf5b7ab9a

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
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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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.066007Z digest=sha256:68d90ea94b040673f3946f5243d0037d213fa9adcdd491c32974ffbeccb4ade6

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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unresolved
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:da22bec33300cca27da73daa61d07450a1b2d51fea56f41d9c05ba995d83321d

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.043075Z digest=sha256:e3d8c6eef62348170b02ebdf7cef42b3df1cd61125f08b89fc260d9331600dc5

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=sha256:68df68553fdd374033303dc4970105fa55d0d5452ba55020f3c5e9bbdeb862fa

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T21:10:20.061377Z digest=sha256:32d2787016def76ba8f42851f555919791d1e6664d7b4568a0699a38156571fb

Pith citing papers

No inbound Pith citation observations are available.