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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=sha256:18dec7954b051ef13757d28425cc96fba7ae0f9445dd998a8204c12e041f6b66

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:d3963152ae903a98d5f6d7a71efd115a0fb23de076300579d41f4668e8172c45

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.

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

source=pdf_text observed=2026-08-10T21:10:19.682888Z digest=sha256:740398b75adfce3859d80e97597acfb320cccfb277d79aacd9acd3ef4fb2c671

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=sha256:421edcf21891a1cbaff99608081c94879876d1b867a4e7ef2846e271459dde86

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:cdd7d9285a359781fdb3146c740c411165579202f8eb1beb58a5c63cceffc82e

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=sha256:87f59f53fcb198c5b67a8ee6122d09de636499a206fb7db636efbc050eba3d69

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=sha256:76f7a2b34e71028ecabcd70109fd6590b35a1fdb0732bd0cb2197e324cffc932

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=sha256:7eba97c3d44f3421b56051d753261d6cacbc2789c80fae3a07f9b9260bb08579

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

This paper cites an unresolved cited work.

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

Reference 12

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.715522Z digest=sha256:e3bf16e4e1a0109a6a93be7871ad1f048599544446e3cda5450ce1e87cee2f17

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=sha256:4fe86993edf5c3b255b3ed3e2f344a8ea55b455d010a518f5b2b627cbe70f6cd

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:dd05f33c3bb8da1bf050c7001a95cd61ac643a56d4ab14513518a2a382d85be5

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=sha256:0075aa77d627f44139332f757d5750eaf91ec0f3cd5d4e8f4f5170783c70e36c

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=sha256:61cf58a6b971b183b6e8c4aa04cfb2fe6092668a1fb070b41a75925a41cad973

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=sha256:535890e0aa6698b48951e5c606ca404dc20b2269911ec5218e4c729e703b3350

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=sha256:0dc3f3768c564de0ed063521e234233075db2acb3472f29a3cb5a01ac2ac8089

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=sha256:26e88db9f77f5faa615d5079d2a78920fc718eee21448705fcd8cd813cf1bb19

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=sha256:47adeb80964cc15ecd849da62760de13f4bd276b21aaf294f910963a5072495f

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:f9f49e7fe793a7e7c04f31a84a382f8d9cbaafc8be6376619b1d0b41b9156bc6

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

This paper cites an unresolved cited work.

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

Reference 23

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.772400Z digest=sha256:e9246be562cb8fda72d01e08c62ccad5be4b222055193a65dda89f7dd9807fdb

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

This paper cites an unresolved cited work.

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

Reference 24

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.778396Z digest=sha256:379a8263599ddb7e24e77c893eb0af8c1f149c083404227f4017d678b29a3a10

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

This paper cites an unresolved cited work.

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

Reference 25

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.783136Z digest=sha256:f8cc221786ce39ccecf6369bd380a8e94309a563ec883acc45df01fe8b022370

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

This paper cites an unresolved cited work.

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

Reference 26

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.789024Z digest=sha256:188251a825ab55167c6289dded0c2b51e42769a711541354cc5d0e7b7648023d

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=sha256:4430b2241747a97e5157e5a1b1fc4363d75e406de76ee1b33fea94258ede876a

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:cc252eca66e6add4f80ab86150a04a8cbb9d0e16ad73f583ef49205eb1ceca48

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=sha256:816ffd11cb7b072b62ab808e9e92d2db36a7edadd7c3c61059f265c3c4a536f3

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=sha256:0a9566d202f2c747f3738489d1b194b35adb18eaffb29d12331b9392e67e39de

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

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

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

Reference 34

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.832211Z digest=sha256:72fad2c389fd5e12c5dcb99ba1e63a77477b6f4fce76fae6d1ca32803bb0d43b

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

This paper cites an unresolved cited work.

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

Reference 35

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

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.837990Z digest=sha256:2c1687b98edb3354a80fbc1b7185c4ee9f7ebf5034d8f2a44a117590ffaae53f

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=sha256:12d3b10698bc24520f3762b14748c57444ee44335794bd258444dcad745839c7

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:ec03f9f6b00224f92e6a5a0ec156d870fecb1ce63229acb89ea8e023ab6c6628

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

This paper cites an unresolved cited work.

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

Reference 38

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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-10T21:10:19.857912Z digest=sha256:bd332eaa60657e410ecc71d36b28b38b92239af682de54c1ff98bc2ac54951c9

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=sha256:2d51577cffc612922c5942d3b089b5b040d606035d5251c9b5e4b1892758e6b8

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=sha256:1cf3ac7dc003c9571fa10b51282f00405ae4b58d85a111a24be60f3674adf021

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

This paper cites an unresolved cited work.

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

Reference 41

Resolution
unresolved
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=sha256:9b109e713b489e50f57f4029d05266b69d0ead5d937e0fab2431de453217c933

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:fb6b13258d673cfcf858ccedf0fd61f5e6bf50cfe5073a70695be6fb36abd1b0

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=sha256:6b08c22eaed6b4710061ceb5c04b0ba835308b81ade6fb4393372ecf5d52d693

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=sha256:20bace24f14fcda8dabc6cf240a5f99521dc3c00c2c7f3f99999cb4c4df0238b

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=sha256:327c87dfb8d04abc36cf6fa27a3266f44130b92b084b20d92a7cfd6eac479f32

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=sha256:32a1eb89528ed8ef64a0f796be7728fd435b6ca5ddfb484bf0bfbe67f19d227f

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:a3b08784203172bb6b1cb8787fdfb1b5d14674f7d84f9453ca9889fe8431e7ae

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=sha256:35eca364d60f7d59369c0d6b66985ea5edf75d3137b62549d509424feb45c12d

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:cee508653085141ec3fadf41cb32213c7f532d8ee2cb24488f8931d9390ed87d

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=sha256:406c3490dadfdb517efa4fca3a5f064c884edf2392dba72a9eb8f1ac7bfd297a

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=sha256:1d51bd23c4acbd3dd3edf154c19c454e6fb2de9b42a34be128ab918122edab1f

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=sha256:8de0a345b4a1e6d752a90ece2040a71ff63cd1a8a9f91b718cc5288195f0056c

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=sha256:44dcce0d3cea0bd0e2806f090b46a5030f0a872709778ba20b3eea56d54fd769

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=sha256:6f6eeb211f6c0928cd955e6de3414f5b37227c4eb822e0943b8baa7415b6f27d

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=sha256:1fa14a45e9002d17e0f7c3091ac52accbff9ddff18aedb3b72211d226be84990

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=sha256:2f78bc69fe43474e9acefe54b242eefa7e744dc118fdd561ca6190b9b54d4bf5

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:b53b3e57f5771e0f475b84ed618172a77a455e9bab92b350ee50cf3e6347c3bf

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=sha256:4df8c17ed7246b596008284f6f210d81de22cfd413715adc1f49d1b4bc821d2f

Pith citing papers

No inbound Pith citation observations are available.