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Paper Citation Record · LEDGER

D2PO: Optimizing Diffusion Samplers via Dynamic Preference

As of 17 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2607.06609.

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

pith.paper-citation-record.v1
2607.06609 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T01:57:11.149703Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

74 of 74 outbound references displayed

  • verified exact0
  • verified fuzzy61
  • unresolved0
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  • malformed identifier1
  • metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92078950-986c-47e2-9738-6e0e401d08a1 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3311cfb7-c4c2-483f-bd30-cfa33aab470e · outbound

This paper cites In: ICLR (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2018)

Reference 2

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:46b6f09c9f9c813254e9f9b83463c451099051e4dcec8a55bb4a5490d2fd4467

Observation c1296221-757c-4291-8043-c172851ca835 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6d6114fe-3ee5-490b-967f-4c019af029cb · outbound

This paper cites In: ICLR (2019).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2019)

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:3b237f97f1143472f63dd9d7e738fd815bbafa27857fe697c2c5c72561bd72e1

Observation ba4c021a-5691-49da-a4c9-639b20ed9adf · outbound

This paper cites In: ICML (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2024)

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:9b1ea356675fd8d5706375ad5247d6a6621db87c11ac05d3bdc146ef6c4c2260

Observation 60835371-a8a9-4837-a486-9fa6d9d21936 · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Training Deep Nets with Sublinear Memory Cost

Reference 6

Resolution
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local_arxiv, observed 2026-07-11T01:57:49.998335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7de3bce7-ae1c-4ded-92e5-9ed8178565b1 · outbound

This paper cites In: The 40th Conference on Uncertainty in Artificial Intelligence (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: The 40th Conference on Uncertainty in Artificial Intelligence (2024)

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:ae5bccbea47da3e8b59ac38991ad371971ae85ff24105277836fb24a8adef7ba

Observation d6a79bf5-4a7f-44e3-987f-b11749ea4651 · outbound

This paper cites In: ICML.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.643214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a814da0542ccc98eacaf1adea751d283990672e2604646fe9ed4e92fb9af75c1

Observation 0ade61fb-f936-430f-a637-7edc13100311 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.782593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:14709573c26c2494639013b6b4191d23b9e0e74b9dd29603c94017fd1b16b41b

Observation 172829bf-7008-49aa-8e68-ea12a5b373e4 · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.853512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:202ec9d8c5c12ee45c7d9ff22717a2cd82e6c4dbd7055686e0f93cc6a2376b78

Observation 39a4b19c-86af-40f5-bf19-2494f7440912 · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1c278ce55260729b60d9adefa3002c3a43aa3bd2a82a95183852f6c5644aa104

Observation 533a0cea-e8e7-4605-a63f-578a74c00173 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 12

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.875055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 52416021-8237-402e-b51e-57e156c2ec88 · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.493385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:40599e34ed690c0ebe3a69274bf8c540ec440f9ff04fa552c728350ca418d42d

Observation f2ca0dad-f24c-4611-a74a-8cd31e71199d · outbound

This paper cites In: ICML (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2025)

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:1a7a2be6c54650d580d39dfac8b406dd2ba1a4773914309ac2ca95de5cc9598a

Observation d168d5df-b3d5-4d31-8dbb-4cb1454a944d · outbound

This paper cites Learn to guide your diffusion model.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Learn to guide your diffusion model

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-07-11T01:57:49.836517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:14843edf7f776f5c376120ab5908f1c0a3c0760bc3fd59697a891a22850f3bd8

Observation 421af353-93de-4e78-a1c3-e4e3843dea94 · outbound

This paper cites In: ICML (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2018)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.211109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a57fca94ee474351999f9b66aaf6388d7d2761093c4b506ae107b4ce8dd3298d

Observation c0c9e48c-4a46-46e2-ab53-f0b964eb81a5 · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference The CMA Evolution Strategy: A Tutorial

Reference 17

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.977548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:371859eece49a68833394091b85ff757ae74762d76eae04ed39be7b2df0e582d

Observation 1742e7d0-4c78-49c9-9b42-1f41e2dff580 · outbound

This paper cites In: NeurIPS (2017).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2017)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.425384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:78aa6668d46950dc6385b43f961e081137f63bfa33aa42af9bc180d68a690478

Observation 14acd910-f676-4a25-932b-45cb3dd0c684 · outbound

This paper cites In: NeurIPS (2020).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2020)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.857089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:508ddd9dbbf84a337907c657e6c569cdb1cab866127d2bd9d739b39abfa60e78

Observation 4be5f26d-1fdd-4891-a8bb-91b1108433ef · outbound

This paper cites Classifier-Free Diffusion Guidance.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Classifier-Free Diffusion Guidance

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.945882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:d9f0c998f29caa2831cb21044d57f47942406315c90047a9917c411b229e194e

Observation 4088ce30-eb38-478e-b2da-ae6aeab9be3c · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.275182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:bbd8b15bf9d76be54c884b3b8e5ec73870ced27f659062e17aa61891ecdd3a53

Observation ef4f3bb6-51ff-498a-87c9-4d16669fc8cf · outbound

This paper cites In: ICLR (2017) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 17.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2017) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 17

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.245273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:e61e4bfc286c6c7d163b150f1c9b9f7713b9470598d6ce480c38f21e6f2762d9

Observation a9ca3b16-b182-41b2-9027-88c4d17e6f62 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.452376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:f8774f6bf61849358a6d0aa1ec5a112adfb8fb58e83708606b64619f177d3107

Observation ca46a069-0188-4bb3-8252-1ddaa7a0daff · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.937995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:df3e0a219786e63254bb0d9cbb3099a78f23a9053bd25797aa0dcb9fc3ec8da8

Observation ebe10175-6130-421b-8630-c8e06e820d7c · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.892343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dcb614271b9e7c305aa9f93965bc286ca4589b73118f6baf44b18ea3a45aa69f

Observation c817af75-b729-46b8-b57f-a9b35a65d65c · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.331749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:797d8c084d5eb5c158ffdfbce0bf621c871644a5985d5885fb998baa8a0a1199

Observation 7751c74c-bf68-4af8-98aa-b3624c99b9df · outbound

This paper cites NeurIPS (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2018)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.008009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:11f3e21be7b33315e6ca7a30d7461f6caa54ed9739a59f54d0dbbbeb044b8b1b

Observation d6a77e38-2297-45ce-82a4-475479be7582 · outbound

This paper cites In: ICCV (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICCV (2023)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.163672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8002a8da7f76437e390ae6a268564a286bed803712d899d04fdb53b4b62408aa

Observation e87baf58-8925-401d-b615-26b9f26ab6df · outbound

This paper cites In: CVPR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2025)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.080189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:f82f420abd16e5c19d817915c788710d11cdfe1020c76aa2478212d19d8661d4

Observation defe739d-d8ff-4a19-a2aa-9e14321e4416 · outbound

This paper cites In: ECCV (2014).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ECCV (2014)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.109222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:b286a843b563daec1bddeace816092c1d8a6822939ba156bce4779d5c1d920be

Observation 5606fe76-c84b-44f3-8ba8-fcfe1d55aa9e · outbound

This paper cites In: NeurIPS (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2025)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.140464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:66f9548febcf418c26d89635100a6e3c7c1ac3e11d10546c8a40cb9f77b55303

Observation 2fcc84be-c822-4bb3-b347-8f512ab15a93 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.172752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:85dc23c07f10cf73c44463a22cddb0738bb4886a9814b1d90ef6b451de140469

Observation cf28b00a-ff66-4dd2-8844-40deb9712be5 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.192806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:96ac65abbc0946184d3473d1859223d9d8b6e4e935a91146386f6b3ecda18b45

Observation e0859656-0975-4e58-9cb4-59a5cb8a45c7 · outbound

This paper cites In: NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2022)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.692128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a2e4330968f288a5f730ac2d0e44ebea68d3d80ec88886d39e2dad3549502e91

Observation acc380d6-acf6-4e51-a476-551cf469cba6 · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.100524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:651c67fa222d4a3f8ee916a7e8f757a953c698fdfbf701e3435cf29d04154aab

Observation d3857e5f-3a90-47ed-8ee4-cdbec4ea41d9 · outbound

This paper cites NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.111252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:66517996177fd6c51ed8762a18ac866cee1ceef0d2578b2ef6448f3233a0bba9

Observation 07e97b8c-d001-481c-9f73-3aa2bae51134 · outbound

This paper cites NeurIPS (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2022)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.762148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:fd6edc1306d2b5d6be53e0c89d3d68753f40d210a85dc405b5b24e14f33bec14

Observation 72d6d618-59c3-4fa6-a332-764563f88e45 · outbound

This paper cites In: NeurIPS (2019).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2019)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.888879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:171e7581fcc6172443f985d5ac60b510680b79fb1875e6dbddb928425587897a

Observation b61f2542-dda0-4e7c-a1cf-830db678c6cd · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.085181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:cde79a474e717e30d1b73420fe5ea18f9a73d95439c44a37c16e90e8ebdd13dc

Observation 8bfca12d-08b8-4138-bcdb-b7d06fe54a6b · outbound

This paper cites In: CVPR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2022)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.522453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:6a16e72e96189293a79796df6587add2188218b941a98272bf3c487504f06a38

Observation 30b04b1a-30da-4fd8-8b88-a501e36db870 · outbound

This paper cites ICML (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ICML (2024)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.581513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:017237362c0de41e237ebb9b0f9e91b34cc2a292f8eda023114c110480eff270

Observation 0d566aa4-47da-4caf-afab-963babceb62f · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.429860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:bffcb704c106e2502fcdec6115300b145d31ef6b1f257f21ce1969c24e881a9c

Observation 2554fc35-71e4-4cac-b873-e3d20278d835 · outbound

This paper cites In: NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.461472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5ebb47d709c96e34f97d35e4b11d23a7be5752e57e9d5e3563e756e0956d05ee

Observation 34394e1a-562b-46b2-a9c0-8c43d9200573 · outbound

This paper cites Kim et al.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Kim et al

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.492591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:081167d4a113bcc5ce8fc2416aa9552839d7b80bb47137d28effe868cb1a68f6

Observation 7002a9d6-ce4e-4084-bbe2-b4787de5fe06 · outbound

This paper cites In: ICLR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2023)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.613524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:dbccf962b4e530ff96274f5b4de1aeb9172ed867041397bbb98e223cecadbdac

Observation 4ed70c03-5ed3-4c77-9190-988a89994169 · outbound

This paper cites In: ICML (2015).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2015)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.820863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a91c474d499f9dc0adecea95448be617b5b0a5e68f407682e8de01dbf3fced83

Observation a4ed4dcc-1ee8-4556-96c1-5989e0cbcadb · outbound

This paper cites In: ICML (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICML (2023)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:54.247651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:35020e1806b381f8079d92ad31125769fa9c73da77f1acc0814d670867c172fd

Observation 095397cf-ea8b-4f3a-a400-10ece08adb35 · outbound

This paper cites In: ICLR (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2021)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.398901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:33ffe6e01c84dfc8889d40100df0f55de0b52a93ba70a691657b1ff31991720c

Observation 158d6261-95af-48c7-9042-fcdd32ff7a08 · outbound

This paper cites Cambridge University Press, 1 edn.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Cambridge University Press, 1 edn

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.206276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:23c54057b72c1da1302786acc69933b15876eb711213c176ed4c74358347e817

Observation 918f0963-1600-408e-abea-6d7ed74e1979 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.088135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:9842a558dacad0b76e633652bef17f9499d3c2b7083507b7d9cdcc7fced2a929

Observation 637dc2ed-9913-4dc2-943c-aec12b7fd754 · outbound

This paper cites In: NeurIPS (2021).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2021)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.144648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:cf2ad21f1c1c9433ed3b43ad280c1140ef15e5d874f6f68d80b094dab459fcfc

Observation 346051bc-f709-4b75-91a1-39a8199c367f · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.236284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:71f92650ac5fdbda174fd5144ea820c2b3ae1533d7206a089c0280ec5f112410

Observation 94efdf25-4b2d-42d1-81b5-f26d7381694e · outbound

This paper cites In: CVPR (2026).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2026)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.271450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:e8ea26a5ff0466136f5e23a58151a6ac7b51220a4b5a0f161edb0ad8425c1a55

Observation ee76c6d2-659c-4566-9820-b2c49c5a9ada · outbound

This paper cites ModelScope Text-to-Video Technical Report.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ModelScope Text-to-Video Technical Report

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.053138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:efc0cc68a029259958b6e458404325d569c213c04c3c06c2fa2f50cbfea9f91e

Observation 6ce1aefe-401f-41aa-8892-0d6ed3f25b87 · outbound

This paper cites ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

Reference 55

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.950657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:ff659b1f996ebd1d525a721804d76bc442913cda7aa5c3f754dd114905f2ca05

Observation 823e0765-49eb-44ae-809f-b3a7985da986 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.298365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:f3ede83db6c08b1a1738c692ef2d64d52beaabe32d9553c77029d76a74a2b441

Observation c9f2130c-3235-429f-8b82-d6b7b0250740 · outbound

This paper cites Learning to Efficiently Sample from Diffusion Probabilistic Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Learning to Efficiently Sample from Diffusion Probabilistic Models

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.916384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:05fa0974d7c9d49ff2685ec2cfb9e568d0eb6a40bb1148c8c596921d2ef4267f

Observation 8061e8b5-4552-4dbe-aec7-2f5f24b0404c · outbound

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

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 58

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:49.751223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:a9ad11dc8febc0d2611deb6e631933b2408ad4bd7bc3409aa85e10a326a5e41f

Observation 1f1806df-4147-43c0-b19d-f3477a4201b5 · outbound

This paper cites In: ICLR (2022).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2022)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.937308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:8731686141b6052cf234f51d90c70ef19866e14ab01ae2192e98d20dfa4600f4

Observation dc3b9d9d-2805-416c-9f80-3880eced9dd5 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.206281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5bad36b0095efc48fc92b00c1ee4b9d4a2c58816cbc9e3ece3bbf0bff090c8d9

Observation c8804fb6-cfab-4b72-b21c-3aacf2b1d722 · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.332447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:3275979f9c56f306da5c4212b3d1dc6bee40d104817a8cf58067181c7ebe3c3e

Observation 1501a6dd-4a4e-40dd-9118-ecd1be24faf2 · outbound

This paper cites NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.968460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:afc74d5068145b3abf59870497016d7a01439befebd896e9ca6ff084ab7334fd

Observation 34eebef7-4d95-4a24-8687-3c51cfd1c0c9 · outbound

This paper cites In: NeurIPS (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2024)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.711635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:b7508b7d32284cc6a1c586bfe52405bb84ee00f02cefb7f4de51e3ab6e2ae85f

Observation 5a1a5839-3a8a-4c9c-88ad-5f46a5096ebb · outbound

This paper cites In: CVPR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2024)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.612977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:6bdb836cec02496ab4ad7786f7ba5368d649ea5b3fba7bce3bd42484cc054ff1

Observation 3b2cc6d8-71ff-4f54-99fe-ed7b1276a633 · outbound

This paper cites NeurIPS (2024) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 19.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference NeurIPS (2024) D2PO: Optimizing Diffusion Samplers via Dynamic Preference 19

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.799671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5a46e022b996927b8bdf073178eae6c2c626d4dea7fe0171e519fbbab4006bc8

Observation e664da53-b4e2-4cb1-a6ee-c0127852bafa · outbound

This paper cites In: CVPR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2023)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.536972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:b9e46cfcaa643a2001555a5343aabe3df730dbfd209c7957ae00c95fd45204bb

Observation 38eb1b5e-aed7-4cdf-8820-4702e7b70115 · outbound

This paper cites In: ICLR (2024).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2024)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.565255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:463c652f7e7c42a92b7fdfaab6ea1b560386e11987a06ab289dc4681f19081cc

Observation 5a6fe580-fe5e-4acc-a9dd-453e8a2fe2a8 · outbound

This paper cites In: ICLR (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2023)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.594953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:d68e5b78c43e064b69e7fa42840e70b602ce4ea419d3c3f8966ab48233670ea6

Observation ee402710-7bec-403e-b5cf-c8503970da0b · outbound

This paper cites In: CVPR (2018).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: CVPR (2018)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.666821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:7e069bec0ae6617244452d815eddef86eb458c6ce76c9f6dc51b4e62117aa89a

Observation 7fc5c7c5-d477-4300-94b0-33032c1bcf7b · outbound

This paper cites In: NeurIPS (2023).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: NeurIPS (2023)

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:52.625470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:0b658f481fe4d02464ddc7f67d102050010c24953edd8620fb211ae26198904a

Observation ba3b4ed2-76a5-49e9-b0a4-0e7d943f5d0d · outbound

This paper cites Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping

Reference 71

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.094472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:e59ea4ef1911fd09145796d58fa7205272666b8cb4e2b9e827114d8a321998a6

Observation 2042dee4-71bc-44b9-8ab2-cb676e249201 · outbound

This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference MagicVideo: Efficient Video Generation With Latent Diffusion Models

Reference 72

Resolution
metadata mismatch
local_arxiv, observed 2026-07-11T01:57:50.068226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:5886f6c90b0b708185047aca5bf58e695d15e407ee8a16a99c302b3c4594b0f8

Observation 1c40e68c-878b-4a57-90b4-b52ad399f666 · outbound

This paper cites In: ICLR (2025).

D2PO: Optimizing Diffusion Samplers via Dynamic Preference In: ICLR (2025)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-07-11T01:57:53.980426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:e289c1d351db9150c3dedb0f13734b3350487390dee03f4bc13c0ca4cfb6220f

Observation 1a562628-908d-441d-9e53-ea0149687bc4 · outbound

This paper cites An old photo of an umbrella and chairs at the beach.

D2PO: Optimizing Diffusion Samplers via Dynamic Preference An old photo of an umbrella and chairs at the beach

Reference 74

Resolution
malformed identifier
arxiv_id, observed 2026-07-11T01:57:50.129830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-11T01:57:11.149703Z digest=sha256:c6c56ef313988a7a3d9781559bd704efca67884841e8681760ee2f75ab1b96fb

Pith citing papers

No inbound Pith citation observations are available.