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Paper Citation Record · LEDGER

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

As of 13 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=sha256:916c640ac24505cf6ab98d683e686927e3232cbc008289edbfb89885271638aa

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.

source=pdf_text observed=2026-08-10T21:10:19.672772Z digest=sha256:6395c83e33095db70efe0bb35b6973d47a7df402d0be468f36ecb6628bf0d9b9

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.

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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:a44eaaf8f6bfca762d3c174ca5c0e0ea713bb602611027ec95aa909acc84ef43

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=sha256:2be594557ffef63ad656f8eaabf892938a2732e0586c37e929b182eb3af2849b

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=sha256:71e07687a987328257734b0e23f47b871d961e94d4e435ce26afa142b8aaf702

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.

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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=sha256:9fa9c9994a706bb9c9d1da988b2b885d2a18c90359042b051519ca127918ba87

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

source=pdf_text observed=2026-08-10T21:10:19.709985Z digest=sha256:a73a2bb3385cdc2555f8fb32565c8600d5c8b2af40562abe71bbb5d03d5ce485

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=sha256:959e63f44b012e8b6f9944e748bbef5cd40e8c3e6e070dcbddd55393e75aa78c

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:c24796b3db22969e5b4371ac63be4b5af2ae466960a01bcb5521dc2d551890f9

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:a17c584ac11d9a64242d56ffec1174e5ef9d303edf9d9073ebd4a519b2d8260f

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:c3587488364f3df2e91b293ad3792c4955b206dddbe2afb28d32dec595e11fe2

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=sha256:81ea544b8d36ef96a31dc3b74d5ebc20198320a0c4f55b5118da3505e7012318

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=sha256:61e0c146cb8e2667cbb9ccde9255938da60d51f28ed7eaa49b0f45aa1c490c64

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.

source=pdf_text observed=2026-08-10T21:10:19.752173Z digest=sha256:3e04c53abf0c1e6df74ee115893aab9cb2faaaf070ce497b0adf6162c2c42729

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.

source=pdf_text observed=2026-08-10T21:10:19.756891Z digest=sha256:8b9514837f69639b8488c4bd6e38f94ac4fe35baef249ae5c2dbaf065dd4b7c7

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:b79714c8cda3f4dac869fe00bf3b0ead1275b1fc21a0f759eef4bb46ced8da14

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=sha256:4b8213b2fc4b34a5c1f5cc186a91a54026abf6a3543a15f3955fc40edb15731d

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.

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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=sha256:0cb263b14829b8d421b7e3511877ea498d0241c699a50975da03ec323914fc90

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=sha256:19e4f2cfbf20c57f6c353b16214a601741542eed4a370776d410169a7c31d821

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=sha256:9d73cf7c19f376e9f4f6a873e542a934061ffa990837f4b5320f5b08967e4d5f

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=sha256:2e64ce89b70a8ae2aceb941ddc0e429dacd2a47bf849783cd03582866a9de067

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=sha256:8fbab2e9f66c3e10fe69c9650e0c76883cccbd2c2f1d4b6387495788fa18048a

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=sha256:0069a190a41dd8b24ada1d9c10a9c15bcca9a9e6a0231efc196ac30e628077e2

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=sha256:3dffe8277e98fa2cf4e5a6a4d71c61a969b8b56ca39e91bdbe39c0a47d4eedf8

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=sha256:52f2c0302b67b3a8647cd3483ecd2a641274034e6c553fd0ffa53b8519a2e0ad

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=sha256:3724c5b665a3100ecd453c08d9dc4344987d63bb061fbe61d443fd550ec13287

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:d687aa9cc4be8ac75ba43929df0dfc554a10484540ab6ac864945baff8f183d3

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:aaf7a30f32bc882e350acfdba0d0763c9511ec1d1a33422f83871835ceb3080a

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:f69109be2814fafdb3aefaf638a0d62714d93f3b884acd242d1dc356535984f1

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=sha256:4fb0304593efefc23907b782b815c00d9eb543be75ea447cc292e0c423337dc1

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

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:10:19.894828Z digest=sha256:90f60c2b5dfce1e0d49a3f5d8b1ad34f3782c599719e4ad1d4c46d29f764c3d6

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:bd8e26b28ddeaae611881e679e55cd9c989b3bc9aab6873f4d494f3c9bf329bb

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:d4b7f6cb224d862487604a6e8bc08baf3501c6f402b59a0dc055338131e879cf

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

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source=pdf_text observed=2026-08-10T21:10:20.028913Z digest=sha256:95c3d2d1a9d3a07e5a89ffa9694dc3e8573d8c2451cb8302f85871a2347b0932

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=sha256:42b0d366454c4984c3168512907901c01c7bfcead62310b24bd167df37d18e12

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=sha256:26603d4b30ba22cb1a784dc17c505f24611e4ae18dfc097379e250dc5d7932da

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=sha256:1730ddd47437d0247be2cb355b85d869d0d7f4b7754908fa8a1b467f74c85916

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=sha256:54e99433765c0baf9f27bc73436d6e2231fe6dcca273beb591494303f4595e89

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:bb8ff5a22dc69931021de7bd53533d6da26ba02b4868dd0334321ab0c76438f6

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

source=pdf_text observed=2026-08-10T21:10:20.066007Z digest=sha256:e9ef7b7b7a7f08593a5509d83b29a11407aef64b433d06e74450fd972effcc12

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:b56e8650a8234c018847d308c8ba51bb835b0efa022bd4b9f9182c848be27b64

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=sha256:0ecf54f5aef06abaa6d9a07b3d454fc2c3ac17abf720f8f97fc2406f503b85be

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=sha256:6efff081c1c717de367f9c91a706560e20b7963e3cbe96282e3974babb19510e

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=sha256:13b180c0f8b54737bb921408261e28b8f47bf1412b4553eb385a9f3fd6578e2b

Pith citing papers

No inbound Pith citation observations are available.