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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.

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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=sha256:0141f2ed140f7073246a48b2dd426676efe9d5988d9e357ca98744693a525479

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=sha256:31799ac8bbee2985f3f5b0cec3cacd4110e5f034947f239a2e77df9c61feca59

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=sha256:595cc9255e5c2fde32cddb63cb0fa52b4a03d3f81d297eb76768d0b676c8ccc9

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=sha256:9381a2a2ef5750624483322c1f28d09cbec27d42afaeabff21c764215e4d7a13

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:f824c74ec4f6055f7171a08c0ef8464ae24c04f2a59e7c42c69078eb3345d606

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:f8f7e93ada2f4ffa26d4bf28eea8b5d4fa25422070b512390bd7b2a34012e85c

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=sha256:8c6c6d10a32f350f0e7a2159680d3e9ff343136ec5d32aaeded206ef4dd86f09

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:d98d0d3f72bed578477e111266549147928afbec4ccac2ec516467e776bd2af0

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:d724a0c60a47c3c2415a6bae9f7ecfe9772bd54f603f8b719f35c548e00d1e5c

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.

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.720563Z digest=sha256:61eda05edc864216dbff8a35693123f8c1d3592f65a27ec7be19e110345a70c2

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=sha256:7da37abea36be88e0dd8d69f50f3c87c4031baa50fe7a19228da50ee872d086d

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=sha256:1b8109d198e458a8eeccec20732a323588c90109714f702c6c225ac21ea1bb33

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=sha256:4f98f3c7c9161cdd7902792d691459da6ee4349d8f49873fa401f2489aec5fcf

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=sha256:9676c826b25b6db69f584d6d6f6b99a66a70d4f593e1bf2ed6ee852c43f390ad

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:c2e669147439512d4c5655ef0c9a939485e4a953d797bcdd7740bc3abd1100b6

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=sha256:0c55ef1b531e4a2bb6660d35ee776425f4a092ab1b61c3470e1a18e864f6a984

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.

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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=sha256:4d8d5a95d7fddc43b65ecace790b71028a60cecfb5ab0ffcf7b84cd6c8153480

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:a7f90b0c0b276a2f4178f37c70e904074da2afe863313b9858b93ea8ff12bade

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.

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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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

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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=sha256:73d0b15c505ce279de1f9cccffadbcbb65a4204810614493f303384604c51aeb

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=sha256:82a5388ceb45a34c6dd142284ce2a0ce0f1b51d6609fd4fe6d75d0782d05d566

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.

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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:ac5a3a5779f7881cd419a4db17db0c942f072b70c879604f2aa28fe720054a8e

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=sha256:61d202a71a809966fa6d842d79908083f5ab5c35608107774c875db68b768e05

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.

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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 2026-08-11T06:34:44.6726+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=sha256:9a4995a6d201f43ea4794465b67e5e5d0f7fec88df869053c95091960cfdf05a

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=sha256:763baa9877668ea46ef4504eb5a736b1e2ee40ff6dade94e5292641640ac3047

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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raw_fallback, observed 2026-08-10T21:10:20.772770Z

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=sha256:424b7867675124039c22d781e005de338993f01567712f6caa94a77b82e216f7

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=sha256:01fc199343393148c971588ac468dc37a0266c468819409b277cb31632e38ad0

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=sha256:0a4a88bcb92113bd6c762c6b6313b1e9270e6d321f73e29e59910e14da39a8b5

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

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unresolved
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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T21:10:19.874318Z digest=sha256:9451d60b9ebfd41a74f1348dee58bce743bc492bdf601313397c9cdcbcbe90d6

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:afbc7a7e3db8a612063fe4d44f496b6ee8842f1679791e1f5750120ce2bb7dbe

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=sha256:01ba1e7a268c8f305b9c64e38142c8c6b6ce47723d8b29b21203bd18018eba9c

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.889473Z digest=sha256:6f34d1de0f1b415e0779e4e9a6439658e19c53159889e672429ce8601b4e1a4b

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=sha256:92d508de12860da388742027312b64b7c2c0d9b8c53461310ff6d103b14fa820

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:e8a1d58701ecba7941860e4a801b169786a48988ed5655b43e1c4b26cd425752

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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unresolved
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=sha256:937090182bb45122108f2975a5dfbde6b0d35c3a9d07192c4a5adc37ddeddbf4

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:e928bb139697c1cb13dde3bc2f5bd6f8f4db87c82e9a570367fd0cc91c66cadb

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:d0f646bb52936e0776b2cb38a168e5bfdecf51f252d4967489a722ed2b33f034

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:e18af6d04311a5ed35b1ad578341cd30e4cccf82f4dbeef3141076b27b2e0151

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=sha256:48a0f3c6dde2b54f534ac3dadfc43ab132ae271ae1394487e7773b80cf355257

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=sha256:769c446e43b6394ab5972712864ce95b8b75abaf697158bd5894bb57c6838792

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=sha256:2afe8b3a0549601fc6c94b3579d7bf8f2d84e483ac8e2e74a18e8536e612d2e3

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=sha256:2938a72fe2108c860eb5dc41a065587d4b181dedafae623c37cfbd930a3b44c1

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=sha256:03a50c1f30b6a377408f0cba1a84906ceffb305cac87ae938a9b8572851198ea

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=sha256:66da273863fd32aa3f2a5ed7efa061a110c2753d192d80d1013ca43b3f33a89e

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:eae7c01d492757332728b6417f871c413e3232699b7d126a2ba0a20b8e024c26

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:e5f831c21b97c9e3290a5fdf49d61af2cf706dd55178a70b1033891a91272164

Pith citing papers

No inbound Pith citation observations are available.